From 37138a483faa887af3bdcc4f2590569680d6cc34 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 09:23:26 +0000
Subject: [PATCH 01/16] First draft of changes publisher to git.

---
 daiv/automation/agent/conf.py                 |   8 +-
 daiv/automation/agent/constants.py            |   8 +-
 daiv/automation/agent/graph.py                |   4 +-
 daiv/automation/agent/middlewares/git.py      | 143 ++------------
 daiv/automation/agent/middlewares/skills.py   |  12 +-
 daiv/automation/agent/pr_describer/conf.py    |   2 +-
 daiv/automation/agent/pr_describer/graph.py   |  13 +-
 daiv/automation/agent/publishers.py           | 174 ++++++++++++++++++
 daiv/automation/agent/subagents.py            |   3 +
 daiv/automation/agent/utils.py                |   8 +-
 daiv/codebase/base.py                         |   1 +
 daiv/codebase/clients/base.py                 |   5 +-
 daiv/codebase/clients/github/client.py        |  12 +-
 daiv/codebase/clients/gitlab/client.py        |   8 +-
 daiv/codebase/managers/issue_addressor.py     |  86 +++++----
 .../templates/codebase/issue_addressed.txt    |  14 --
 .../codebase/issue_merge_request.txt          |   8 +-
 .../codebase/issue_unable_address_issue.txt   |  11 +-
 evals/test_pr_describer.py                    |   2 +-
 19 files changed, 297 insertions(+), 225 deletions(-)
 create mode 100644 daiv/automation/agent/publishers.py
 delete mode 100644 daiv/codebase/templates/codebase/issue_addressed.txt

diff --git a/daiv/automation/agent/conf.py b/daiv/automation/agent/conf.py
index 4181f653..97a5e19f 100644
--- a/daiv/automation/agent/conf.py
+++ b/daiv/automation/agent/conf.py
@@ -14,7 +14,7 @@ class DAIVAgentSettings(BaseSettings):
 
     RECURSION_LIMIT: int = Field(default=500, description="Recursion limit for the agent.")
     MODEL_NAME: ModelName | str = Field(
-        default=ModelName.CLAUDE_SONNET_4_5,
+        default=ModelName.MOONSHOTAI_KIMI_K2_5,
         description="Model for tasks, a multi-modal (image and text) model with capabilities to call tools.",
     )
     FALLBACK_MODEL_NAME: ModelName | str = Field(
@@ -25,7 +25,7 @@ class DAIVAgentSettings(BaseSettings):
         description="Thinking level to be used for tasks. Set as `None` to disable thinking.",
     )
     MAX_MODEL_NAME: ModelName | str = Field(
-        default=ModelName.CLAUDE_OPUS_4_5,
+        default=ModelName.CLAUDE_OPUS_4_6,
         description=(
             "Model for tasks when daiv-max label is present, a multi-modal (image and text) model with "
             "capabilities to call tools."
@@ -37,6 +37,10 @@ class DAIVAgentSettings(BaseSettings):
             "Thinking level to be used for tasks when daiv-max label is present. Set as `None` to disable thinking."
         ),
     )
+    EXPLORE_MODEL_NAME: ModelName | str = Field(
+        default=ModelName.CLAUDE_HAIKU_4_5,
+        description="Model for the explore subagent, a fast model with capabilities to call tools.",
+    )
 
 
 settings = DAIVAgentSettings()
diff --git a/daiv/automation/agent/constants.py b/daiv/automation/agent/constants.py
index 42b8db39..cb95ab6c 100644
--- a/daiv/automation/agent/constants.py
+++ b/daiv/automation/agent/constants.py
@@ -6,16 +6,15 @@
 BUILTIN_SKILLS_PATH = PROJECT_DIR / "automation" / "agent" / "skills"
 
 # Path where the skills are stored in repository.
-DAIV_SKILLS_PATH = ".daiv/skills"
 CURSOR_SKILLS_PATH = ".cursor/skills"
 CLAUDE_CODER_SKILLS_PATH = ".claude/skills"
 AGENTS_SKILLS_PATH = ".agents/skills"
 
 # Paths where the skills are stored in repository.
-SKILLS_SOURCES = [DAIV_SKILLS_PATH, CURSOR_SKILLS_PATH, CLAUDE_CODER_SKILLS_PATH, AGENTS_SKILLS_PATH]
+SKILLS_SOURCES = [CURSOR_SKILLS_PATH, CLAUDE_CODER_SKILLS_PATH, AGENTS_SKILLS_PATH]
 
 # Path where the memory is stored in repository.
-DAIV_MEMORY_PATH = ".daiv/AGENTS.md"
+AGENTS_MEMORY_PATH = ".agents/AGENTS.md"
 
 
 class ModelName(StrEnum):
@@ -27,12 +26,11 @@ class ModelName(StrEnum):
     """
 
     # Anthropic models
-    CLAUDE_OPUS_4_5 = "openrouter:anthropic/claude-opus-4.5"
+    CLAUDE_OPUS_4_6 = "openrouter:anthropic/claude-opus-4.6"
     CLAUDE_SONNET_4_5 = "openrouter:anthropic/claude-sonnet-4.5"
     CLAUDE_HAIKU_4_5 = "openrouter:anthropic/claude-haiku-4.5"
 
     # OpenAI models
-    GPT_4_1_MINI = "openrouter:openai/gpt-4.1-mini"
     GPT_5_1_CODEX_MINI = "openrouter:openai/gpt-5.1-codex-mini"
     GPT_5_1_CODEX = "openrouter:openai/gpt-5.1-codex"
     GPT_5_1_CODEX_MAX = "openrouter:openai/gpt-5.1-codex-max"
diff --git a/daiv/automation/agent/graph.py b/daiv/automation/agent/graph.py
index 5fd37242..75ba288b 100644
--- a/daiv/automation/agent/graph.py
+++ b/daiv/automation/agent/graph.py
@@ -25,7 +25,7 @@
 
 from automation.agent.base import BaseAgent, ThinkingLevel
 from automation.agent.conf import settings
-from automation.agent.constants import DAIV_MEMORY_PATH, SKILLS_SOURCES, ModelName
+from automation.agent.constants import AGENTS_MEMORY_PATH, SKILLS_SOURCES, ModelName
 from automation.agent.mcp.toolkits import MCPToolkit
 from automation.agent.middlewares.file_system import FilesystemMiddleware
 from automation.agent.middlewares.git import GitMiddleware
@@ -190,7 +190,7 @@ async def create_daiv_agent(
         ),
         MemoryMiddleware(
             backend=backend,
-            sources=[f"/{agent_path.name}/{ctx.config.context_file_name}", f"/{agent_path.name}/{DAIV_MEMORY_PATH}"],
+            sources=[f"/{agent_path.name}/{ctx.config.context_file_name}", f"/{agent_path.name}/{AGENTS_MEMORY_PATH}"],
         ),
         SkillsMiddleware(
             backend=backend, sources=[f"/{agent_path.name}/{source}" for source in SKILLS_SOURCES], subagents=subagents
diff --git a/daiv/automation/agent/middlewares/git.py b/daiv/automation/agent/middlewares/git.py
index c08795f1..d21e9e84 100644
--- a/daiv/automation/agent/middlewares/git.py
+++ b/daiv/automation/agent/middlewares/git.py
@@ -1,29 +1,22 @@
 from __future__ import annotations
 
 import logging
-from textwrap import dedent
-from typing import TYPE_CHECKING, Any
-
-from django.template.loader import render_to_string
+from typing import TYPE_CHECKING, Any, cast
 
 from langchain.agents import AgentState
 from langchain.agents.middleware import AgentMiddleware, ModelRequest, ModelResponse
 from langchain_core.prompts import SystemMessagePromptTemplate
 
-from automation.agent.pr_describer.graph import create_pr_describer_agent
-from codebase.base import GitPlatform, MergeRequest, Scope
-from codebase.clients import RepoClient
+from automation.agent.publishers import GitChangePublisher
+from codebase.base import Scope
 from codebase.context import RuntimeCtx  # noqa: TC001
-from codebase.utils import GitManager, redact_diff_content
-from core.constants import BOT_LABEL, BOT_NAME
+from codebase.utils import GitManager
 
 if TYPE_CHECKING:
     from collections.abc import Awaitable, Callable
 
     from langgraph.runtime import Runtime
 
-    from automation.agent.pr_describer.schemas import PullRequestMetadata
-
 
 logger = logging.getLogger("daiv.tools")
 
@@ -69,7 +62,7 @@ class GitState(AgentState):
     """
 
 
-class GitMiddleware(AgentMiddleware):
+class GitMiddleware(AgentMiddleware[GitState, RuntimeCtx]):
     """
     Middleware to handle the git operations and persist changes made by the DAIV agent to the repository.
 
@@ -150,11 +143,13 @@ async def awrap_model_call(
             else None,
         }
 
-        system_prompt = GIT_SYSTEM_PROMPT.format(**context).content
+        system_prompt = ""
+        if request.system_prompt:
+            system_prompt = request.system_prompt + "\n\n"
 
-        request = request.override(system_prompt=request.system_prompt + "\n\n" + system_prompt)
+        system_prompt += cast("str", GIT_SYSTEM_PROMPT.format(**context).content)
 
-        return await handler(request)
+        return await handler(request.override(system_prompt=system_prompt))
 
     async def aafter_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) -> dict[str, Any] | None:
         """
@@ -163,119 +158,7 @@ async def aafter_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) -> d
         if not self.auto_commit_changes:
             return None
 
-        git_manager = GitManager(runtime.context.repo)
-
-        if not git_manager.is_dirty():
-            return None
-
-        pr_metadata = await self._get_mr_metadata(runtime, git_manager.get_diff())
-        branch_name = state.get("branch_name") or pr_metadata.branch
-
-        logger.info("[%s] Committing and pushing changes to branch '%s'", self.name, branch_name)
-
-        unique_branch_name = git_manager.commit_and_push_changes(
-            pr_metadata.commit_message,
-            branch_name=branch_name,
-            skip_ci=self.skip_ci,
-            use_branch_if_exists=bool(state.get("branch_name")),
-        )
-
-        merge_request_id = state.get("merge_request_id")
-        if runtime.context.scope != Scope.MERGE_REQUEST and not merge_request_id:
-            logger.info(
-                "[%s] Creating merge request: '%s' -> '%s'",
-                self.name,
-                unique_branch_name,
-                runtime.context.config.default_branch,
-            )
-            merge_request = self._update_or_create_merge_request(
-                runtime, unique_branch_name, pr_metadata.title, pr_metadata.description
-            )
-            merge_request_id = merge_request.merge_request_id
-            logger.info("[%s] Merge request created: %s", self.name, merge_request.web_url)
-
-        return {"branch_name": unique_branch_name, "merge_request_id": merge_request_id}
-
-    async def _get_mr_metadata(self, runtime: Runtime[RuntimeCtx], diff: str) -> PullRequestMetadata:
-        """
-        Get the PR metadata from the diff.
-
-        Args:
-            runtime: The runtime context.
-            diff: The diff of the changes.
-
-        Returns:
-            The PR metadata.
-        """
-        pr_describer = create_pr_describer_agent(
-            model=runtime.context.config.models.pr_describer.model, ctx=runtime.context
-        )
-
-        extra_context = ""
-        if runtime.context.scope == Scope.ISSUE:
-            extra_context = dedent(
-                """\
-                This changes were made to address the following issue:
-
-                Issue ID: {issue.iid}
-                Issue title: {issue.title}
-                Issue description: {issue.description}
-                """
-            ).format(issue=runtime.context.issue)
-
-        result = await pr_describer.ainvoke(
-            {
-                "diff": redact_diff_content(diff, runtime.context.config.omit_content_patterns),
-                "extra_context": extra_context,
-            },
-            config={
-                "tags": [pr_describer.get_name(), runtime.context.git_platform.value],
-                "metadata": {"scope": runtime.context.scope, "repo_id": runtime.context.repo_id},
-            },
-        )
-        if result and "structured_response" in result:
-            return result["structured_response"]
-
-        raise ValueError("Failed to get PR metadata from the diff.")
-
-    def _update_or_create_merge_request(
-        self, runtime: Runtime[RuntimeCtx], branch_name: str, title: str, description: str
-    ) -> MergeRequest:
-        """
-        Update or create the merge request.
-
-        Args:
-            runtime: The runtime context.
-            branch_name: The branch name.
-            title: The title of the merge request.
-            description: The description of the merge request.
-        """
-        assignee_id = None
-
-        if runtime.context.issue and runtime.context.issue.assignee:
-            assignee_id = (
-                runtime.context.issue.assignee.id
-                if runtime.context.git_platform == GitPlatform.GITLAB
-                else runtime.context.issue.assignee.username
-            )
-
-        client = RepoClient.create_instance()
-        return client.update_or_create_merge_request(
-            repo_id=runtime.context.repo_id,
-            source_branch=branch_name,
-            target_branch=runtime.context.config.default_branch,
-            labels=[BOT_LABEL],
-            title=title,
-            assignee_id=assignee_id,
-            description=render_to_string(
-                "codebase/issue_merge_request.txt",
-                {
-                    "description": description,
-                    "source_repo_id": runtime.context.repo_id,
-                    "issue_id": runtime.context.issue.iid if runtime.context.issue else None,
-                    "bot_name": BOT_NAME,
-                    "bot_username": runtime.context.bot_username,
-                    "is_gitlab": runtime.context.git_platform == GitPlatform.GITLAB,
-                },
-            ),
+        publisher = GitChangePublisher(runtime.context)
+        return await publisher.publish(
+            branch_name=state.get("branch_name"), merge_request_id=state.get("merge_request_id"), skip_ci=self.skip_ci
         )
diff --git a/daiv/automation/agent/middlewares/skills.py b/daiv/automation/agent/middlewares/skills.py
index 7256f4be..5a7871c8 100644
--- a/daiv/automation/agent/middlewares/skills.py
+++ b/daiv/automation/agent/middlewares/skills.py
@@ -12,7 +12,7 @@
 from langgraph.runtime import Runtime  # noqa: TC002
 from langgraph.types import Command
 
-from automation.agent.constants import BUILTIN_SKILLS_PATH, DAIV_SKILLS_PATH
+from automation.agent.constants import AGENTS_SKILLS_PATH, BUILTIN_SKILLS_PATH
 from automation.agent.utils import extract_body_from_frontmatter, extract_text_content
 from codebase.context import RuntimeCtx  # noqa: TC001
 from slash_commands.parser import SlashCommandCommand, parse_slash_command
@@ -99,9 +99,6 @@ async def abefore_agent(
         Apply builtin slash commands early in the conversation and copy builtin skills to the project skills directory
         to make them available to the agent.
         """
-        if "skills_metadata" in state:
-            return None
-
         builtin_skills = await self._copy_builtin_skills(agent_path=Path(runtime.context.repo.working_dir))
 
         skills_update = await super().abefore_agent(state, runtime, config)
@@ -115,8 +112,9 @@ async def abefore_agent(
                 else:
                     skill["metadata"].pop("is_builtin", None)
 
+        skills_metadata = skills_update["skills_metadata"] if skills_update else state["skills_metadata"]
         builtin_slash_commands = await self._apply_builtin_slash_commands(
-            state["messages"], runtime.context, skills_update["skills_metadata"]
+            state["messages"], runtime.context, skills_metadata
         )
 
         if builtin_slash_commands:
@@ -143,7 +141,7 @@ async def _copy_builtin_skills(self, agent_path: Path) -> list[str]:
         """
         builtin_skills = []
         files_to_upload = []
-        project_skills_path = Path(f"/{agent_path.name}/{DAIV_SKILLS_PATH}")
+        project_skills_path = Path(f"/{agent_path.name}/{AGENTS_SKILLS_PATH}")
 
         for builtin_skill_dir in BUILTIN_SKILLS_PATH.iterdir():
             if not builtin_skill_dir.is_dir() or builtin_skill_dir.name == "__pycache__":
@@ -249,7 +247,7 @@ def _extract_slash_command(self, messages: list[AnyMessage], bot_username: str)
             The slash command command if found, otherwise None.
         """
         latest_message = messages[-1]
-
+        print("####################", latest_message)  # noqa: T201
         if not hasattr(latest_message, "type") or latest_message.type != "human":
             return None
 
diff --git a/daiv/automation/agent/pr_describer/conf.py b/daiv/automation/agent/pr_describer/conf.py
index 87ed64e3..18af60a1 100644
--- a/daiv/automation/agent/pr_describer/conf.py
+++ b/daiv/automation/agent/pr_describer/conf.py
@@ -8,7 +8,7 @@ class PRDescriberSettings(BaseSettings):
     model_config = SettingsConfigDict(env_prefix="PR_DESCRIBER_", env_parse_none_str="None")
 
     MODEL_NAME: ModelName | str = Field(
-        default=ModelName.GPT_4_1_MINI, description="Model name to be used for PR describer."
+        default=ModelName.CLAUDE_HAIKU_4_5, description="Model name to be used for PR describer."
     )
 
 
diff --git a/daiv/automation/agent/pr_describer/graph.py b/daiv/automation/agent/pr_describer/graph.py
index e8922a09..b4bb0f46 100644
--- a/daiv/automation/agent/pr_describer/graph.py
+++ b/daiv/automation/agent/pr_describer/graph.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, cast
 
 from django.utils import timezone
 
@@ -12,7 +12,7 @@
 from langchain_core.prompts import ChatPromptTemplate
 
 from automation.agent import BaseAgent
-from automation.agent.constants import DAIV_MEMORY_PATH
+from automation.agent.constants import AGENTS_MEMORY_PATH
 from automation.agent.middlewares.prompt_cache import AnthropicPromptCachingMiddleware
 from codebase.context import RuntimeCtx
 
@@ -31,9 +31,10 @@ def dynamic_pr_describer_system_prompt(request: ModelRequest) -> str:
     """
     Dynamic system prompt for the PR describer agent.
     """
-    return (
-        request.system_prompt + "\n\n" + system.format(current_date_time=timezone.now().strftime("%d %B, %Y")).content
-    )
+    system_prompt = ""
+    if request.system_prompt:
+        system_prompt = request.system_prompt + "\n\n"
+    return system_prompt + cast("str", system.format(current_date_time=timezone.now().strftime("%d %B, %Y")).content)
 
 
 def create_pr_describer_agent(model: ModelName | str, *, ctx: RuntimeCtx) -> Runnable:
@@ -58,7 +59,7 @@ def create_pr_describer_agent(model: ModelName | str, *, ctx: RuntimeCtx) -> Run
                 backend=backend,
                 sources=[
                     f"/{agent_path.name}/{ctx.config.context_file_name}",
-                    f"/{agent_path.name}/{DAIV_MEMORY_PATH}",
+                    f"/{agent_path.name}/{AGENTS_MEMORY_PATH}",
                 ],
             ),
             AnthropicPromptCachingMiddleware(),
diff --git a/daiv/automation/agent/publishers.py b/daiv/automation/agent/publishers.py
new file mode 100644
index 00000000..4807aa1a
--- /dev/null
+++ b/daiv/automation/agent/publishers.py
@@ -0,0 +1,174 @@
+from __future__ import annotations
+
+import logging
+from abc import abstractmethod
+from textwrap import dedent
+from typing import TYPE_CHECKING, Any, cast
+
+from django.template.loader import render_to_string
+
+from codebase.base import GitPlatform, MergeRequest, Scope
+from codebase.clients import RepoClient
+from codebase.utils import GitManager, redact_diff_content
+from core.constants import BOT_LABEL, BOT_NAME
+
+from .pr_describer.graph import create_pr_describer_agent
+
+if TYPE_CHECKING:
+    from codebase.context import RuntimeCtx
+
+    from .pr_describer.schemas import PullRequestMetadata
+
+logger = logging.getLogger("daiv.tools")
+
+
+class ChangePublisher:
+    """
+    Publisher for changes made by the agent.
+    """
+
+    def __init__(self, ctx: RuntimeCtx):
+        """
+        Initialize the publisher.
+        """
+        self.ctx = ctx
+
+    @abstractmethod
+    async def publish(self, **kwargs) -> Any:
+        """
+        Publish the changes.
+        """
+
+
+class GitChangePublisher(ChangePublisher):
+    """
+    Publisher for changes made by the agent to the Git repository.
+    """
+
+    async def publish(
+        self,
+        *,
+        branch_name: str | None = None,
+        merge_request_id: int | None = None,
+        skip_ci: bool = False,
+        as_draft: bool = False,
+        **kwargs,
+    ) -> dict[str, Any] | None:
+        """
+        Save the changes made by the agent to the repository.
+
+        Args:
+            branch_name: The branch name to commit and push the changes to. If None, the branch name will be
+                generated based on the diff.
+            merge_request_id: The merge request ID. If None, a new merge request will be created.
+            skip_ci: Whether to skip the CI.
+            as_draft: Whether to create the merge request as a draft.
+
+        Returns:
+            The branch name and merge request ID.
+        """
+        git_manager = GitManager(self.ctx.repo)
+
+        if not git_manager.is_dirty():
+            return None
+
+        pr_metadata = await self._get_mr_metadata(git_manager.get_diff())
+        branch_name = branch_name or pr_metadata.branch
+
+        logger.info("Committing and pushing changes to branch '%s'", branch_name)
+
+        unique_branch_name = git_manager.commit_and_push_changes(
+            pr_metadata.commit_message, branch_name=branch_name, skip_ci=skip_ci, use_branch_if_exists=bool(branch_name)
+        )
+
+        if self.ctx.scope != Scope.MERGE_REQUEST and not merge_request_id:
+            logger.info("Creating merge request: '%s' -> '%s'", unique_branch_name, self.ctx.config.default_branch)
+            merge_request = self._update_or_create_merge_request(
+                unique_branch_name, pr_metadata.title, pr_metadata.description
+            )
+            merge_request_id = merge_request.merge_request_id
+            logger.info("Merge request created: %s", merge_request.web_url)
+        return {"branch_name": unique_branch_name, "merge_request_id": merge_request_id}
+
+    async def _get_mr_metadata(self, diff: str) -> PullRequestMetadata:
+        """
+        Get the PR metadata from the diff.
+
+        Args:
+            ctx: The runtime context.
+            diff: The diff of the changes.
+
+        Returns:
+            The pull request metadata.
+        """
+        pr_describer = create_pr_describer_agent(model=self.ctx.config.models.pr_describer.model, ctx=self.ctx)
+
+        extra_context = ""
+        if self.ctx.scope == Scope.ISSUE:
+            extra_context = dedent(
+                """\
+                This changes were made to address the following issue:
+
+                Issue ID: {issue.iid}
+                Issue title: {issue.title}
+                Issue description: {issue.description}
+                """
+            ).format(issue=self.ctx.issue)
+
+        result = await pr_describer.ainvoke(
+            {"diff": redact_diff_content(diff, self.ctx.config.omit_content_patterns), "extra_context": extra_context},
+            config={
+                "tags": [pr_describer.get_name(), self.ctx.git_platform.value],
+                "metadata": {"scope": self.ctx.scope, "repo_id": self.ctx.repo_id},
+            },
+        )
+        if result and "structured_response" in result:
+            return result["structured_response"]
+
+        raise ValueError("Failed to get PR metadata from the diff.")
+
+    def _update_or_create_merge_request(
+        self, branch_name: str, title: str, description: str, as_draft: bool = False
+    ) -> MergeRequest:
+        """
+        Update or create the merge request.
+
+        Args:
+            branch_name: The branch name.
+            title: The title of the merge request.
+            description: The description of the merge request.
+            as_draft: Whether to create the merge request as a draft.
+
+        Returns:
+            The merge request.
+        """
+        assignee_id = None
+
+        if self.ctx.issue and self.ctx.issue.assignee:
+            assignee_id = (
+                self.ctx.issue.assignee.id
+                if self.ctx.git_platform == GitPlatform.GITLAB
+                else self.ctx.issue.assignee.username
+            )
+
+        client = RepoClient.create_instance()
+        return client.update_or_create_merge_request(
+            repo_id=self.ctx.repo_id,
+            source_branch=branch_name,
+            target_branch=cast("str", self.ctx.config.default_branch),
+            labels=[BOT_LABEL],
+            title=title,
+            assignee_id=assignee_id,
+            as_draft=as_draft,
+            description=render_to_string(
+                "codebase/issue_merge_request.txt",
+                {
+                    "description": description,
+                    "source_repo_id": self.ctx.repo_id,
+                    "issue_id": self.ctx.issue.iid if self.ctx.issue else None,
+                    "bot_name": BOT_NAME,
+                    "bot_username": self.ctx.bot_username,
+                    "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
+                },
+            ),
+        )
diff --git a/daiv/automation/agent/subagents.py b/daiv/automation/agent/subagents.py
index 5739b122..3b58a531 100644
--- a/daiv/automation/agent/subagents.py
+++ b/daiv/automation/agent/subagents.py
@@ -3,6 +3,8 @@
 from deepagents.graph import SubAgent
 from langchain.agents.middleware import TodoListMiddleware
 
+from automation.agent import BaseAgent
+from automation.agent.conf import settings
 from automation.agent.middlewares.file_system import FilesystemMiddleware
 from automation.agent.middlewares.git_platform import GitPlatformMiddleware
 from automation.agent.middlewares.sandbox import SandboxMiddleware
@@ -247,6 +249,7 @@ def create_explore_subagent(backend: BackendProtocol, runtime: RuntimeCtx) -> Su
         description=EXPLORE_SUBAGENT_DESCRIPTION,
         system_prompt=EXPLORE_SYSTEM_PROMPT,
         middleware=middleware,
+        model=BaseAgent.get_model(model=settings.EXPLORE_MODEL_NAME),
     )
 
 
diff --git a/daiv/automation/agent/utils.py b/daiv/automation/agent/utils.py
index 784e297f..281710b9 100644
--- a/daiv/automation/agent/utils.py
+++ b/daiv/automation/agent/utils.py
@@ -1,4 +1,7 @@
+from __future__ import annotations
+
 import base64
+import logging
 import re
 from pathlib import Path
 from typing import TYPE_CHECKING, Any
@@ -6,12 +9,12 @@
 
 from langchain_core.messages.content import create_image_block
 
-from automation.agent.schemas import Image
 from codebase.base import GitPlatform
 from codebase.clients import RepoClient
 from core.utils import extract_valid_image_mimetype, is_valid_url
 
 from .conf import settings
+from .schemas import Image
 
 if TYPE_CHECKING:
     from langchain_core.messages import ImageContentBlock
@@ -19,6 +22,9 @@
     from codebase.repo_config import AgentModelConfig
 
 
+logger = logging.getLogger("daiv.tools")
+
+
 def extract_images_from_text(text: str) -> list[Image]:
     """
     Extract image URLs from text using regex patterns.
diff --git a/daiv/codebase/base.py b/daiv/codebase/base.py
index aaa3436d..5ac8d472 100644
--- a/daiv/codebase/base.py
+++ b/daiv/codebase/base.py
@@ -78,6 +78,7 @@ class MergeRequest(BaseModel):
     web_url: str | None = None
     sha: str | None = None
     author: User
+    draft: bool = False
 
 
 class MergeRequestDiff(BaseModel):
diff --git a/daiv/codebase/clients/base.py b/daiv/codebase/clients/base.py
index 43df21b8..e42ecaf6 100644
--- a/daiv/codebase/clients/base.py
+++ b/daiv/codebase/clients/base.py
@@ -46,7 +46,7 @@ def get_repository_file(self, repo_id: str, file_path: str, ref: str) -> str | N
         pass
 
     @abc.abstractmethod
-    def get_project_uploaded_file(self, repo_id: str, file_path: str) -> bytes | None:
+    async def get_project_uploaded_file(self, repo_id: str, file_path: str) -> bytes | None:
         pass
 
     @abc.abstractmethod
@@ -73,7 +73,8 @@ def update_or_create_merge_request(
         title: str,
         description: str,
         labels: list[str] | None = None,
-        assignee_id: int | None = None,
+        assignee_id: str | int | None = None,
+        as_draft: bool = False,
     ) -> MergeRequest:
         pass
 
diff --git a/daiv/codebase/clients/github/client.py b/daiv/codebase/clients/github/client.py
index 55fd5aed..bb45eb7e 100644
--- a/daiv/codebase/clients/github/client.py
+++ b/daiv/codebase/clients/github/client.py
@@ -770,7 +770,8 @@ def update_or_create_merge_request(
         title: str,
         description: str,
         labels: list[str] | None = None,
-        assignee_id: int | None = None,
+        assignee_id: str | int | None = None,
+        as_draft: bool = False,
     ) -> MergeRequest:
         """
         Update or create a merge request.
@@ -783,6 +784,7 @@ def update_or_create_merge_request(
             description: The description.
             labels: The labels.
             assignee_id: The assignee ID.
+            as_draft: Whether to create the merge request as a draft.
 
         Returns:
             The merge request data.
@@ -790,7 +792,7 @@ def update_or_create_merge_request(
         repo = self.client.get_repo(repo_id, lazy=True)
 
         try:
-            pr = repo.create_pull(base=target_branch, head=source_branch, title=title, body=description)
+            pr = repo.create_pull(base=target_branch, head=source_branch, title=title, body=description, draft=as_draft)
         except GithubException as e:
             if e.status != 409:
                 raise e
@@ -803,6 +805,11 @@ def update_or_create_merge_request(
             pr = prs[0]
             pr.edit(title=title, body=description)
 
+            if pr.draft and not as_draft:
+                pr.mark_ready_for_review()
+            elif not pr.draft and as_draft:
+                pr.convert_to_draft()
+
         if labels is not None:
             pr.add_to_labels(*labels)
 
@@ -820,6 +827,7 @@ def update_or_create_merge_request(
             web_url=pr.html_url,
             sha=pr.head.sha,
             author=User(id=pr.user.id, username=pr.user.login, name=pr.user.name),
+            draft=pr.draft,
         )
 
     def _serialize_comments(
diff --git a/daiv/codebase/clients/gitlab/client.py b/daiv/codebase/clients/gitlab/client.py
index ec11ad22..cb5851ca 100644
--- a/daiv/codebase/clients/gitlab/client.py
+++ b/daiv/codebase/clients/gitlab/client.py
@@ -295,7 +295,8 @@ def update_or_create_merge_request(
         title: str,
         description: str,
         labels: list[str] | None = None,
-        assignee_id: int | None = None,
+        assignee_id: str | int | None = None,
+        as_draft: bool = False,
     ) -> MergeRequest:
         """
         Create a merge request in a repository or update an existing one if it already exists.
@@ -308,6 +309,7 @@ def update_or_create_merge_request(
             description: The description of the merge request.
             labels: The list of labels.
             assignee_id: The assignee ID.
+            as_draft: Whether to create the merge request as a draft.
 
         Returns:
             The merge request data.
@@ -321,6 +323,7 @@ def update_or_create_merge_request(
                 "description": description,
                 "labels": labels or [],
                 "assignee_id": assignee_id,
+                "work_in_progress": as_draft,
             })
             return MergeRequest(
                 repo_id=repo_id,
@@ -337,6 +340,7 @@ def update_or_create_merge_request(
                     username=merge_request.author.get("username"),
                     name=merge_request.author.get("name"),
                 ),
+                draft=merge_request.work_in_progress,
             )
         except GitlabCreateError as e:
             if e.response_code != 409:
@@ -349,6 +353,7 @@ def update_or_create_merge_request(
                 merge_request.description = description
                 merge_request.labels = labels or []
                 merge_request.assignee_id = assignee_id
+                merge_request.work_in_progress = as_draft
                 merge_request.save()
                 return MergeRequest(
                     repo_id=repo_id,
@@ -365,6 +370,7 @@ def update_or_create_merge_request(
                         username=merge_request.author.get("username"),
                         name=merge_request.author.get("name"),
                     ),
+                    draft=merge_request.work_in_progress,
                 )
             raise e
 
diff --git a/daiv/codebase/managers/issue_addressor.py b/daiv/codebase/managers/issue_addressor.py
index 2e2a6d7a..4b67a54a 100644
--- a/daiv/codebase/managers/issue_addressor.py
+++ b/daiv/codebase/managers/issue_addressor.py
@@ -9,13 +9,16 @@
 from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
 
 from automation.agent.graph import create_daiv_agent
+from automation.agent.publishers import GitChangePublisher
 from automation.agent.utils import extract_text_content, get_daiv_agent_kwargs
-from codebase.base import GitPlatform, Issue
+from codebase.base import GitPlatform
+from core.constants import BOT_NAME
 from core.utils import generate_uuid
 
 from .base import BaseManager
 
 if TYPE_CHECKING:
+    from codebase.base import Issue
     from codebase.context import RuntimeCtx
 
 logger = logging.getLogger("daiv.managers")
@@ -79,53 +82,60 @@ async def _address_issue(self):
                 store=self.store,
                 **get_daiv_agent_kwargs(model_config=self.ctx.config.models.agent, use_max=self.issue.has_max_label()),
             )
-
-            result = await daiv_agent.ainvoke(
-                {"messages": messages},
-                config=RunnableConfig(
-                    tags=[daiv_agent.get_name(), self.client.git_platform.value],
-                    metadata={
-                        "author": self.issue.author.username,
-                        "issue_id": self.issue.iid,
-                        "scope": self.ctx.scope,
-                        "use_max_model": self.issue.has_max_label(),
-                    },
-                    configurable={"thread_id": self.thread_id},
-                ),
-                context=self.ctx,
+            agent_config = RunnableConfig(
+                configurable={"thread_id": self.thread_id},
+                tags=[daiv_agent.get_name(), self.client.git_platform.value],
+                metadata={
+                    "author": self.issue.author.username,
+                    "issue_id": self.issue.iid,
+                    "labels": [label.lower() for label in self.issue.labels],
+                    "scope": self.ctx.scope,
+                },
             )
-
-            response = result and extract_text_content(result["messages"][-1].content)
-
-            if merge_request_id := result.get("merge_request_id"):
-                self._add_issue_addressed_note(merge_request_id, response)
+            try:
+                result = await daiv_agent.ainvoke({"messages": messages}, config=agent_config, context=self.ctx)
+            except Exception:
+                snapshot = await daiv_agent.aget_state(config=agent_config)
+
+                # If and unexpect error occurs while addressing the issue, a draft merge request is created to avoid
+                # losing the changes made by the agent.
+                publisher = GitChangePublisher(self.ctx)
+                publish_result = await publisher.publish(
+                    branch_name=snapshot.values.get("branch_name"),
+                    merge_request_id=snapshot.values.get("merge_request_id"),
+                    skip_ci=True,
+                    as_draft=True,
+                )
+
+                # If the draft merge request is created successfully, we update the state to reflect the new MR.
+                if publish_result:
+                    await daiv_agent.aupdate_state(
+                        config=agent_config,
+                        values={
+                            "branch_name": publish_result["branch_name"],
+                            "merge_request_id": publish_result["merge_request_id"],
+                        },
+                    )
+
+                self._add_unable_to_address_issue_note(changes_published=bool(publish_result))
             else:
-                self._create_or_update_comment(response)
+                self._create_or_update_comment(result and extract_text_content(result["messages"][-1].content))
 
-    def _add_unable_to_address_issue_note(self):
+    def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
         """
         Add a note to the issue to inform the user that the response could not be generated.
         """
-        self._create_or_update_comment(
-            render_to_string("codebase/issue_unable_address_issue.txt", {"bot_username": self.ctx.bot_username}),
-            reply_to_id=self.mention_comment_id,
-        )
-
-    def _add_issue_addressed_note(self, merge_request_id: int, message: str):
-        """
-        Add a note to the issue to inform the user that the issue has been addressed.
-        """
         self._create_or_update_comment(
             render_to_string(
-                "codebase/issue_addressed.txt",
+                "codebase/issue_unable_address_issue.txt",
                 {
-                    "source_repo_id": self.ctx.repo_id,
-                    "merge_request_id": merge_request_id,
-                    # GitHub already shows the merge request link right after the comment.
-                    "show_merge_request_link": self.client.git_platform == GitPlatform.GITLAB,
-                    "message": message,
+                    "bot_name": BOT_NAME,
+                    "bot_username": self.ctx.bot_username,
+                    "changes_published": changes_published,
+                    "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
-            )
+            ),
+            reply_to_id=self.mention_comment_id,
         )
 
     def _create_or_update_comment(self, note_message: str, reply_to_id: str | None = None):
diff --git a/daiv/codebase/templates/codebase/issue_addressed.txt b/daiv/codebase/templates/codebase/issue_addressed.txt
deleted file mode 100644
index 390b0549..00000000
--- a/daiv/codebase/templates/codebase/issue_addressed.txt
+++ /dev/null
@@ -1,14 +0,0 @@
-{% load l10n %}### ✅ ***Process Completed***
-
-{{ message }}
-
----
-
-💡 **Next Steps:**
-
-- **Review Changes:** Please review the changes in the merge request.
-- **Follow Instructions:** Follow the instructions provided in the merge request description.
-{% if show_merge_request_link %}
-🔗 {{ source_repo_id }}!{{ merge_request_id|unlocalize }}+
-{% endif %}
-
diff --git a/daiv/codebase/templates/codebase/issue_merge_request.txt b/daiv/codebase/templates/codebase/issue_merge_request.txt
index 79e1aac5..117d8f26 100644
--- a/daiv/codebase/templates/codebase/issue_merge_request.txt
+++ b/daiv/codebase/templates/codebase/issue_merge_request.txt
@@ -9,10 +9,4 @@ Closes: {{ source_repo_id }}#{{ issue_id|unlocalize }}{% if is_gitlab %}+{% endi
 ---
 
 #### 💡 Instructions for the reviewer:
- - 💬 {{ bot_name }} will address comments for you in the following ways:
-   - Open a discussion on the merge request overview and mention @{{ bot_username }};
-   - Leave comments on the files and mention @{{ bot_username }};
-   - Leave comments on specific lines of the file and mention @{{ bot_username }}.
-{% if issue_id %}
- - 📝 Edit the original issue ({{ source_repo_id }}#{{ issue_id|unlocalize }}) to get {{ bot_name }} to recreate the MR from scratch.
-{% endif %}
\ No newline at end of file
+ - 💬 Just leave comments/reviews mentioning @{{ bot_username }} to get {{ bot_name }} to address them for you.
\ No newline at end of file
diff --git a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
index 17e0d4b3..ae14cb60 100644
--- a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
+++ b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
@@ -1,7 +1,6 @@
-### ⚠️ Sorry, something went wrong while responding to your comment.
+An unexpected error occurred while working on this issue.
+{% if changes_published %}
+To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
+{% endif %}
 
----
-
-💡 **Next Steps:**
-
-- 🔄 Leave a new comment mentioning @{{ bot_username }} to trigger a fresh response attempt.
+To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file
diff --git a/evals/test_pr_describer.py b/evals/test_pr_describer.py
index d77acb1c..062b720c 100644
--- a/evals/test_pr_describer.py
+++ b/evals/test_pr_describer.py
@@ -53,7 +53,7 @@ async def test_pr_describer(inputs, reference_outputs):
             (agent_path / ctx.config.context_file_name).write_text(inputs.pop("context_file_content"))
         else:
             (agent_path / ctx.config.context_file_name).unlink()
-        pr_describer = create_pr_describer_agent(model=ModelName.GPT_4_1_MINI, ctx=ctx)
+        pr_describer = create_pr_describer_agent(model=ModelName.CLAUDE_HAIKU_4_5, ctx=ctx)
         outputs = await pr_describer.ainvoke(inputs)
 
     assert "structured_response" in outputs, outputs

From 71327e63a4ead3420feb1e5a21f00c3002fc82b1 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 09:48:23 +0000
Subject: [PATCH 02/16] Restored models conf for agent.

---
 daiv/automation/agent/conf.py               | 2 +-
 daiv/automation/agent/constants.py          | 5 ++---
 daiv/automation/agent/middlewares/skills.py | 2 +-
 daiv/automation/agent/utils.py              | 4 ----
 docker/local/app/config.env                 | 3 +--
 evals/evaluators.py                         | 2 +-
 6 files changed, 6 insertions(+), 12 deletions(-)

diff --git a/daiv/automation/agent/conf.py b/daiv/automation/agent/conf.py
index 97a5e19f..13210c34 100644
--- a/daiv/automation/agent/conf.py
+++ b/daiv/automation/agent/conf.py
@@ -14,7 +14,7 @@ class DAIVAgentSettings(BaseSettings):
 
     RECURSION_LIMIT: int = Field(default=500, description="Recursion limit for the agent.")
     MODEL_NAME: ModelName | str = Field(
-        default=ModelName.MOONSHOTAI_KIMI_K2_5,
+        default=ModelName.CLAUDE_SONNET_4_5,
         description="Model for tasks, a multi-modal (image and text) model with capabilities to call tools.",
     )
     FALLBACK_MODEL_NAME: ModelName | str = Field(
diff --git a/daiv/automation/agent/constants.py b/daiv/automation/agent/constants.py
index cb95ab6c..3329a2c8 100644
--- a/daiv/automation/agent/constants.py
+++ b/daiv/automation/agent/constants.py
@@ -23,6 +23,8 @@ class ModelName(StrEnum):
 
     You can also use `anthropic`, `google` or `openai` model providers directly to use any model that is supported
     by Anthropic, Google or OpenAI.
+
+    Only models that have been tested and are working well are listed here for the sake of convenience.
     """
 
     # Anthropic models
@@ -31,9 +33,6 @@ class ModelName(StrEnum):
     CLAUDE_HAIKU_4_5 = "openrouter:anthropic/claude-haiku-4.5"
 
     # OpenAI models
-    GPT_5_1_CODEX_MINI = "openrouter:openai/gpt-5.1-codex-mini"
-    GPT_5_1_CODEX = "openrouter:openai/gpt-5.1-codex"
-    GPT_5_1_CODEX_MAX = "openrouter:openai/gpt-5.1-codex-max"
     GPT_5_2 = "openrouter:openai/gpt-5.2"
     GPT_5_2_CODEX = "openrouter:openai/gpt-5.2-codex"
 
diff --git a/daiv/automation/agent/middlewares/skills.py b/daiv/automation/agent/middlewares/skills.py
index 5a7871c8..3583b7be 100644
--- a/daiv/automation/agent/middlewares/skills.py
+++ b/daiv/automation/agent/middlewares/skills.py
@@ -247,7 +247,7 @@ def _extract_slash_command(self, messages: list[AnyMessage], bot_username: str)
             The slash command command if found, otherwise None.
         """
         latest_message = messages[-1]
-        print("####################", latest_message)  # noqa: T201
+
         if not hasattr(latest_message, "type") or latest_message.type != "human":
             return None
 
diff --git a/daiv/automation/agent/utils.py b/daiv/automation/agent/utils.py
index 281710b9..1cae677a 100644
--- a/daiv/automation/agent/utils.py
+++ b/daiv/automation/agent/utils.py
@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 import base64
-import logging
 import re
 from pathlib import Path
 from typing import TYPE_CHECKING, Any
@@ -22,9 +21,6 @@
     from codebase.repo_config import AgentModelConfig
 
 
-logger = logging.getLogger("daiv.tools")
-
-
 def extract_images_from_text(text: str) -> list[Image]:
     """
     Extract image URLs from text using regex patterns.
diff --git a/docker/local/app/config.env b/docker/local/app/config.env
index cd813f47..a53b5022 100644
--- a/docker/local/app/config.env
+++ b/docker/local/app/config.env
@@ -27,5 +27,4 @@ LANGCHAIN_PROJECT=default
 DAIV_SANDBOX_NETWORK_ENABLED=True
 
 # AUTOMATION
-# PLAN_AND_EXECUTE_PLANNING_MODEL_NAME=openrouter:qwen/qwen3-max
-# PLAN_AND_EXECUTE_EXECUTION_MODEL_NAME=openrouter:qwen/qwen3-coder-plus
+DAIV_AGENT_MODEL_NAME=openrouter:moonshotai/kimi-k2.5
diff --git a/evals/evaluators.py b/evals/evaluators.py
index ece231c7..337df8aa 100644
--- a/evals/evaluators.py
+++ b/evals/evaluators.py
@@ -7,5 +7,5 @@
 correctness_evaluator = create_llm_as_judge(
     prompt=CORRECTNESS_PROMPT,
     feedback_key="correctness",
-    judge=BaseAgent.get_model(model=ModelName.GPT_5_1_CODEX, thinking_level=ThinkingLevel.HIGH),
+    judge=BaseAgent.get_model(model=ModelName.GPT_5_2_CODEX, thinking_level=ThinkingLevel.HIGH),
 )

From 60b1a5580bbcb04e6ad9b822cdf7f5f866cf4019 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 09:55:01 +0000
Subject: [PATCH 03/16] Updated dependencies.

---
 .pre-commit-config.yaml |  4 ++--
 pyproject.toml          | 32 ++++++++++++++++----------------
 uv.lock                 | 40 ++++++++++++++++++++--------------------
 3 files changed, 38 insertions(+), 38 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1a857548..25c9bafb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -7,7 +7,7 @@ repos:
         args: ["--branch", "main"]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.14.11
+    rev: v0.15.0
     hooks:
       - id: ruff
         name: Run the ruff linter
@@ -16,6 +16,6 @@ repos:
         name: Run the ruff formatter
 
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: v2.11.1
+    rev: v2.14.2
     hooks:
       - id: pyproject-fmt
diff --git a/pyproject.toml b/pyproject.toml
index 3c9b1f6c..b444d094 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,10 @@
 [project]
 name = "daiv"
 version = "1.1.0"
-description = "Async SWE agents seamlessly integrated on your git platform to automate code issues implementation, reviews, and pipeline repairs."
+description = """\
+  Async SWE agents seamlessly integrated on your git platform to automate code issues implementation, reviews, and \
+  pipeline repairs.\
+  """
 readme = "README.md"
 license = { file = "LICENSE" }
 maintainers = [
@@ -30,7 +33,7 @@ dependencies = [
   "httpx==0.28.1",
   "ipython==9.10.0",
   "jinja2==3.1.6",
-  "langchain[anthropic,community,google-genai,openai]==1.2.8",
+  "langchain[anthropic,community,google-genai,openai]==1.2.9",
   "langchain-mcp-adapters==0.2.1",
   "langgraph==1.0.8",
   "langgraph-checkpoint-postgres==3.0.4",
@@ -51,9 +54,7 @@ dependencies = [
   "unidiff==0.7.5",
   "uvicorn[standard]==0.40.0",
 ]
-
 urls.changelog = "https://github.com/srtab/daiv/blob/main/CHANGELOG.md"
-
 urls.issues = "https://github.com/srtab/daiv/issues"
 urls.source = "https://github.com/srtab/daiv"
 
@@ -62,7 +63,7 @@ dev = [
   "coverage==7.13.3",
   "datasets==4.5.0",
   "prek==0.3.2",
-  "pyproject-fmt==2.12.1",
+  "pyproject-fmt==2.14.2",
   "pytest==9.0.2",
   "pytest-asyncio==1.3.0",
   "pytest-cov==7.0.0",
@@ -93,7 +94,6 @@ extend-exclude = [ "*/node_modules/*", "*/static/*" ]
 force-exclude = true
 preview = true
 unsafe-fixes = true
-
 show-fixes = true
 format.skip-magic-trailing-comma = true
 lint.select = [
@@ -158,13 +158,13 @@ lint.isort.split-on-trailing-comma = false
 [tool.pyproject-fmt]
 keep_full_version = true
 
-[tool.pytest.ini_options]
-DJANGO_SETTINGS_MODULE = "daiv.settings.test"
-pythonpath = "daiv"
-python_files = "test_*.py"
-python_classes = "Test *Test"
-testpaths = [ "tests" ]
-norecursedirs = [
+[tool.pytest]
+ini_options.DJANGO_SETTINGS_MODULE = "daiv.settings.test"
+ini_options.pythonpath = "daiv"
+ini_options.python_files = "test_*.py"
+ini_options.python_classes = "Test *Test"
+ini_options.testpaths = [ "tests" ]
+ini_options.norecursedirs = [
   ".venv",
   "data",
   "docker",
@@ -173,9 +173,9 @@ norecursedirs = [
   "node_modules",
   "static",
 ]
-addopts = "--cov --cov-config=.coveragerc -p no:warnings"
-asyncio_mode = "auto"
-asyncio_default_fixture_loop_scope = "function"
+ini_options.addopts = "--cov --cov-config=.coveragerc -p no:warnings"
+ini_options.asyncio_mode = "auto"
+ini_options.asyncio_default_fixture_loop_scope = "function"
 
 [tool.pytest_env]
 DJANGO_SETTINGS_MODULE = "daiv.settings.test"
diff --git a/uv.lock b/uv.lock
index d672d78f..efbe7566 100644
--- a/uv.lock
+++ b/uv.lock
@@ -90,7 +90,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.78.0"
+version = "0.79.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -102,9 +102,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ec/51/32849a48f9b1cfe80a508fd269b20bd8f0b1357c70ba092890fde5a6a10b/anthropic-0.78.0.tar.gz", hash = "sha256:55fd978ab9b049c61857463f4c4e9e092b24f892519c6d8078cee1713d8af06e", size = 509136, upload-time = "2026-02-05T17:52:04.986Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/15/b1/91aea3f8fd180d01d133d931a167a78a3737b3fd39ccef2ae8d6619c24fd/anthropic-0.79.0.tar.gz", hash = "sha256:8707aafb3b1176ed6c13e2b1c9fb3efddce90d17aee5d8b83a86c70dcdcca871", size = 509825, upload-time = "2026-02-07T18:06:18.388Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3b/03/2f50931a942e5e13f80e24d83406714672c57964be593fc046d81369335b/anthropic-0.78.0-py3-none-any.whl", hash = "sha256:2a9887d2e99d1b0f9fe08857a1e9fe5d2d4030455dbf9ac65aab052e2efaeac4", size = 405485, upload-time = "2026-02-05T17:52:03.674Z" },
+    { url = "https://files.pythonhosted.org/packages/95/b2/cc0b8e874a18d7da50b0fda8c99e4ac123f23bf47b471827c5f6f3e4a767/anthropic-0.79.0-py3-none-any.whl", hash = "sha256:04cbd473b6bbda4ca2e41dd670fe2f829a911530f01697d0a1e37321eb75f3cf", size = 405918, upload-time = "2026-02-07T18:06:20.246Z" },
 ]
 
 [[package]]
@@ -497,7 +497,7 @@ requires-dist = [
     { name = "httpx", specifier = "==0.28.1" },
     { name = "ipython", specifier = "==9.10.0" },
     { name = "jinja2", specifier = "==3.1.6" },
-    { name = "langchain", extras = ["anthropic", "community", "google-genai", "openai"], specifier = "==1.2.8" },
+    { name = "langchain", extras = ["anthropic", "community", "google-genai", "openai"], specifier = "==1.2.9" },
     { name = "langchain-mcp-adapters", specifier = "==0.2.1" },
     { name = "langgraph", specifier = "==1.0.8" },
     { name = "langgraph-checkpoint-postgres", specifier = "==3.0.4" },
@@ -524,7 +524,7 @@ dev = [
     { name = "coverage", specifier = "==7.13.3" },
     { name = "datasets", specifier = "==4.5.0" },
     { name = "prek", specifier = "==0.3.2" },
-    { name = "pyproject-fmt", specifier = "==2.12.1" },
+    { name = "pyproject-fmt", specifier = "==2.14.2" },
     { name = "pytest", specifier = "==9.0.2" },
     { name = "pytest-asyncio", specifier = "==1.3.0" },
     { name = "pytest-cov", specifier = "==7.0.0" },
@@ -1288,16 +1288,16 @@ wheels = [
 
 [[package]]
 name = "langchain"
-version = "1.2.8"
+version = "1.2.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
     { name = "langgraph" },
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/52/b7/a1d95dbb58e5e82dbd05e3730e2d4b99f784a4c6d39435579a1c2b8a8d12/langchain-1.2.8.tar.gz", hash = "sha256:d2bc45f8279f6291b152f28df3bb060b27c9a71163fe2e2a1ac878bd314d0dec", size = 558326, upload-time = "2026-02-02T15:51:59.425Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ff/d5/e7c8d18bf1ee2d37839dde161d523049fd0a5b172cf4c62f17090e1b4dcb/langchain-1.2.9.tar.gz", hash = "sha256:ae266c640b63c38f16b6d996a50aea575940b29b63cbc652c5d12f0111357f01", size = 569621, upload-time = "2026-02-06T12:39:41.824Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/66/1a/e1cabc08d8b12349fa6a898f033cc6b00a9a031b470582f4a9eb4cf8e55b/langchain-1.2.8-py3-none-any.whl", hash = "sha256:74a9595420b90e2fd6dc42e323e5e6c9f2a5d059b0ab51e4ad383893b86f8fbe", size = 108986, upload-time = "2026-02-02T15:51:58.465Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/d9/ee07b79f8f1cfd87a6b147879149bdb03c04656e83e5a8c97f38d8915d07/langchain-1.2.9-py3-none-any.whl", hash = "sha256:c1af39d22b7f0415a6f8fa63b37f692335601d3333592c481b899166c55f3fcb", size = 111240, upload-time = "2026-02-06T12:39:39.833Z" },
 ]
 
 [package.optional-dependencies]
@@ -2465,20 +2465,20 @@ wheels = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.12.1"
+version = "2.14.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f9/c5/eb967ebabf50ec45139fef3b70e9a47ab088771bae5d734388487e9171dd/pyproject_fmt-2.12.1.tar.gz", hash = "sha256:6b4cecce51e864bd096e2a5202aa02aa3dfcbf0c3b50589013ee040436074e1a", size = 83062, upload-time = "2026-01-31T16:56:22.673Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/69/fa/e4fa1e8d658d19b61fa327871b4d6c8dab6c257e8b8b7ff1ce9b2b21625e/pyproject_fmt-2.14.2.tar.gz", hash = "sha256:a9edc04791d2daa0a2b4c07e03334833f5d661e36e86514e83220d4b48539990", size = 120796, upload-time = "2026-02-09T05:53:07.484Z" }
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-    { url = "https://files.pythonhosted.org/packages/17/fb/65cf73b3d4083e3fe9c1454af2ce0a5a75064c21b9108f1d0bd1c61dd90d/pyproject_fmt-2.12.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ca3995b269684d2e0eb0c56e842c36011f29803caffd1845f63492b86f0209a7", size = 1297733, upload-time = "2026-01-31T16:56:07.4Z" },
-    { url = "https://files.pythonhosted.org/packages/03/a6/4e76ca77311f52e5531bc8d8b1e88ac901283e5d160aaf419f6fa0013e4c/pyproject_fmt-2.12.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:32840c3464b7e88624b781da5583f3f19b978b36065f81adef2d6cd9fd1c3de5", size = 1379311, upload-time = "2026-01-31T16:56:09.298Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/88/ba4231bb0939a57ec43af84f3b37dcb58517888b7823b84f6e56065a3d86/pyproject_fmt-2.12.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f3458b6d1ebdbfcbc96b1f5479def9ae4fd6b4da4a500649a2248616acafe928", size = 1475652, upload-time = "2026-01-31T16:56:11.026Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/05/2ea2160e58a2ae187511b2cfef18684f058e9f252c4f3efcb5c201378c37/pyproject_fmt-2.12.1-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:4b55f9d963309b6054efc322d0596c7152b2ef21a9acdc4f1cc010fa082a1243", size = 1388206, upload-time = "2026-01-31T16:56:12.929Z" },
-    { url = "https://files.pythonhosted.org/packages/09/95/7bb78158997067eed796332518e35b624ca8478f16935c30885f7b334d80/pyproject_fmt-2.12.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a4225499d17bc4112463fdf360e1c5fe90e33b011ec640d5e7efaeedbe3cd724", size = 1689134, upload-time = "2026-01-31T16:56:14.693Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/db/3112285574e584a2aa663b70e44052911051818835585ce52ec64751ff34/pyproject_fmt-2.12.1-cp39-abi3-win_amd64.whl", hash = "sha256:b947aaa33a149ec19cfbb464953dba00a28bbba85b46e418bf361b0df0a0b2f6", size = 1343699, upload-time = "2026-01-31T16:56:16.452Z" },
+    { url = "https://files.pythonhosted.org/packages/14/e9/ecf90dc176086214282e3b10ef4ccef5c4d6e42e8b756bc31b8884c46041/pyproject_fmt-2.14.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1f9d5840d744564ce06d7d75f672ae4c22bb3eb8a77a249d3e7d1e498662679e", size = 4698006, upload-time = "2026-02-09T05:52:44.992Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/bc/2ff6b2140c5177a495c571d078dd48086a6c7953be522451b6f3edafa6f9/pyproject_fmt-2.14.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:b3cad034c2aa52d6c421e35dcd258ea0d1b558b209c193b7c581c6e2ee722f54", size = 4515948, upload-time = "2026-02-09T05:52:48.467Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d5/47c90d85d2ca8f4f5abebe9ee53e4cd7791d56e34ac09f5e42af00037d68/pyproject_fmt-2.14.2-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d357966ef6462542a85b8b3408a002d61b4fcd49189d7ca0af2decd5224313bb", size = 4653830, upload-time = "2026-02-09T05:52:51.18Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/e4/e51bce1ec148279d0e36f4277ede425ebcd3c1b9d0ba95bacef700457133/pyproject_fmt-2.14.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:362b6f89b522ce048eb0950d17052993b94aff9bb77a61fe20f1833da5490077", size = 4963069, upload-time = "2026-02-09T05:52:53.594Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f3/b8eafc618fc12d45a95fe66bf6432a9dc952e575ee6ff93ff701da9deb07/pyproject_fmt-2.14.2-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:7e266c538613d176c7222061b1866f68c237f0442cc36bd6b99d0b07526686d0", size = 4700182, upload-time = "2026-02-09T05:52:55.55Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/29/68fff79a3b8ea9c978a9ea7190246a222a93cbe5bef0fbcba1c4a5dc5ec9/pyproject_fmt-2.14.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:e69bbb75a80efcac6bb4c1d850b68a08b2bc0fc874577ae146a9e30eb66a6590", size = 5170414, upload-time = "2026-02-09T05:52:57.976Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/26/5655a30daf8a1120c9947b0c6b56375eb7e37a707d2706a0c5b29c56ba3b/pyproject_fmt-2.14.2-cp39-abi3-win_amd64.whl", hash = "sha256:9b49fc5554b952f56b80c8e05745a1fca68359ba28118410048e9580322d3932", size = 4815699, upload-time = "2026-02-09T05:53:00.743Z" },
 ]
 
 [[package]]
@@ -3002,11 +3002,11 @@ wheels = [
 
 [[package]]
 name = "tenacity"
-version = "9.1.3"
+version = "9.1.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1e/4a/c3357c8742f361785e3702bb4c9c68c4cb37a80aa657640b820669be5af1/tenacity-9.1.3.tar.gz", hash = "sha256:a6724c947aa717087e2531f883bde5c9188f603f6669a9b8d54eb998e604c12a", size = 49002, upload-time = "2026-02-05T06:33:12.866Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/c6/ee486fd809e357697ee8a44d3d69222b344920433d3b6666ccd9b374630c/tenacity-9.1.4.tar.gz", hash = "sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a", size = 49413, upload-time = "2026-02-07T10:45:33.841Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/64/6b/cdc85edb15e384d8e934aad89638cc8646e118c80de94c60125d0fc0a185/tenacity-9.1.3-py3-none-any.whl", hash = "sha256:51171cfc6b8a7826551e2f029426b10a6af189c5ac6986adcd7eb36d42f17954", size = 28858, upload-time = "2026-02-05T06:33:11.219Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/c1/eb8f9debc45d3b7918a32ab756658a0904732f75e555402972246b0b8e71/tenacity-9.1.4-py3-none-any.whl", hash = "sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55", size = 28926, upload-time = "2026-02-07T10:45:32.24Z" },
 ]
 
 [[package]]

From dc332e0f721284c361498f91c0be1afeb9006731 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 11:03:56 +0000
Subject: [PATCH 04/16] Fixed skills unittests.

---
 daiv/automation/agent/constants.py            |  4 +-
 daiv/automation/agent/middlewares/skills.py   | 19 +++++++--
 .../agent/middlewares/test_skills.py          | 40 +++++++++----------
 3 files changed, 36 insertions(+), 27 deletions(-)

diff --git a/daiv/automation/agent/constants.py b/daiv/automation/agent/constants.py
index 3329a2c8..b5e2c623 100644
--- a/daiv/automation/agent/constants.py
+++ b/daiv/automation/agent/constants.py
@@ -7,11 +7,11 @@
 
 # Path where the skills are stored in repository.
 CURSOR_SKILLS_PATH = ".cursor/skills"
-CLAUDE_CODER_SKILLS_PATH = ".claude/skills"
+CLAUDE_CODE_SKILLS_PATH = ".claude/skills"
 AGENTS_SKILLS_PATH = ".agents/skills"
 
 # Paths where the skills are stored in repository.
-SKILLS_SOURCES = [CURSOR_SKILLS_PATH, CLAUDE_CODER_SKILLS_PATH, AGENTS_SKILLS_PATH]
+SKILLS_SOURCES = [CURSOR_SKILLS_PATH, CLAUDE_CODE_SKILLS_PATH, AGENTS_SKILLS_PATH]
 
 # Path where the memory is stored in repository.
 AGENTS_MEMORY_PATH = ".agents/AGENTS.md"
diff --git a/daiv/automation/agent/middlewares/skills.py b/daiv/automation/agent/middlewares/skills.py
index 3583b7be..4e0b3568 100644
--- a/daiv/automation/agent/middlewares/skills.py
+++ b/daiv/automation/agent/middlewares/skills.py
@@ -99,6 +99,12 @@ async def abefore_agent(
         Apply builtin slash commands early in the conversation and copy builtin skills to the project skills directory
         to make them available to the agent.
         """
+        if "skills_metadata" in state:
+            return None
+
+        # We need to always copy builtin skills before calling the super method to make them available in the filesystem
+        # not just to be captured and registered in "skills_metadata" on first run, but also to be available in the
+        # filesystem so that the agent can use them using the `skill` tool, otherwise a not_found error will be raised.
         builtin_skills = await self._copy_builtin_skills(agent_path=Path(runtime.context.repo.working_dir))
 
         skills_update = await super().abefore_agent(state, runtime, config)
@@ -112,10 +118,14 @@ async def abefore_agent(
                 else:
                     skill["metadata"].pop("is_builtin", None)
 
+        # If the super method returns None, it means that the skills metadata was already captured and registered in
+        # the state.
         skills_metadata = skills_update["skills_metadata"] if skills_update else state["skills_metadata"]
-        builtin_slash_commands = await self._apply_builtin_slash_commands(
-            state["messages"], runtime.context, skills_metadata
-        )
+        messages = state.get("messages")
+        if not messages:
+            return skills_update
+
+        builtin_slash_commands = await self._apply_builtin_slash_commands(messages, runtime.context, skills_metadata)
 
         if builtin_slash_commands:
             return builtin_slash_commands
@@ -141,7 +151,8 @@ async def _copy_builtin_skills(self, agent_path: Path) -> list[str]:
         """
         builtin_skills = []
         files_to_upload = []
-        project_skills_path = Path(f"/{agent_path.name}/{AGENTS_SKILLS_PATH}")
+        primary_source = self.sources[0] if self.sources else f"/{agent_path.name}/{AGENTS_SKILLS_PATH}"
+        project_skills_path = Path(primary_source)
 
         for builtin_skill_dir in BUILTIN_SKILLS_PATH.iterdir():
             if not builtin_skill_dir.is_dir() or builtin_skill_dir.name == "__pycache__":
diff --git a/tests/unit_tests/automation/agent/middlewares/test_skills.py b/tests/unit_tests/automation/agent/middlewares/test_skills.py
index 36e57631..c0687a04 100644
--- a/tests/unit_tests/automation/agent/middlewares/test_skills.py
+++ b/tests/unit_tests/automation/agent/middlewares/test_skills.py
@@ -7,6 +7,7 @@
 from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
 from langgraph.types import Command
 
+from automation.agent.constants import AGENTS_SKILLS_PATH, CLAUDE_CODE_SKILLS_PATH, CURSOR_SKILLS_PATH, SKILLS_SOURCES
 from automation.agent.middlewares.skills import SkillsMiddleware
 from codebase.base import Scope
 from slash_commands.base import SlashCommand
@@ -49,12 +50,12 @@ async def test_skips_when_skills_metadata_present(self, tmp_path: Path):
 
         repo_name = "repoX"
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/.daiv/skills"])
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
         runtime = _make_runtime(repo_working_dir=str(tmp_path / repo_name))
 
-        result = await middleware.abefore_agent({"skills_metadata": []}, runtime, Mock())
+        result = await middleware.abefore_agent({"skills_metadata": [], "messages": []}, runtime, Mock())
         assert result is None
-        assert not (tmp_path / repo_name / ".daiv" / "skills").exists()
+        assert not (tmp_path / repo_name / AGENTS_SKILLS_PATH).exists()
 
     async def test_copies_builtin_skills_then_delegates_to_super(self, tmp_path: Path):
         from deepagents.backends.filesystem import FilesystemBackend
@@ -72,7 +73,7 @@ async def test_copies_builtin_skills_then_delegates_to_super(self, tmp_path: Pat
         (builtin / "__pycache__" / "ignored.txt").write_text("ignored\n")
 
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/.daiv/skills"])
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
         runtime = _make_runtime(repo_working_dir=str(tmp_path / repo_name))
 
         with patch("automation.agent.middlewares.skills.BUILTIN_SKILLS_PATH", builtin):
@@ -83,8 +84,8 @@ async def test_copies_builtin_skills_then_delegates_to_super(self, tmp_path: Pat
         assert set(skills) == {"skill-one", "skill-two"}
         assert skills["skill-one"]["description"] == "does one"
         assert skills["skill-two"]["description"] == "does two"
-        assert skills["skill-one"]["path"] == f"/{repo_name}/.daiv/skills/skill-one/SKILL.md"
-        assert skills["skill-two"]["path"] == f"/{repo_name}/.daiv/skills/skill-two/SKILL.md"
+        assert skills["skill-one"]["path"] == f"/{repo_name}/{AGENTS_SKILLS_PATH}/skill-one/SKILL.md"
+        assert skills["skill-two"]["path"] == f"/{repo_name}/{AGENTS_SKILLS_PATH}/skill-two/SKILL.md"
         assert skills["skill-one"]["metadata"]["is_builtin"] is True
         assert skills["skill-two"]["metadata"]["is_builtin"] is True
 
@@ -98,7 +99,7 @@ async def test_marks_builtin_metadata_and_clears_custom(self, tmp_path: Path):
         (builtin / "skill-one" / "SKILL.md").write_text(_make_skill_md(name="skill-one", description="does one"))
         (builtin / "skill-two" / "SKILL.md").write_text(_make_skill_md(name="skill-two", description="does two"))
 
-        custom_skill = tmp_path / repo_name / ".daiv" / "skills" / "custom-skill"
+        custom_skill = tmp_path / repo_name / AGENTS_SKILLS_PATH / "custom-skill"
         custom_skill.mkdir(parents=True)
         (custom_skill / "SKILL.md").write_text(
             _make_skill_md(
@@ -107,7 +108,7 @@ async def test_marks_builtin_metadata_and_clears_custom(self, tmp_path: Path):
         )
 
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/.daiv/skills"])
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
         runtime = _make_runtime(repo_working_dir=str(tmp_path / repo_name))
 
         with patch("automation.agent.middlewares.skills.BUILTIN_SKILLS_PATH", builtin):
@@ -136,12 +137,12 @@ async def test_uploads_missing_files_and_gitignore(self, tmp_path: Path):
         (builtin / "__pycache__" / "ignored.txt").write_text("ignored\n")
 
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/.daiv/skills"])
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
 
         with patch("automation.agent.middlewares.skills.BUILTIN_SKILLS_PATH", builtin):
             await middleware._copy_builtin_skills(agent_path=tmp_path / repo_name)
 
-        project_skills = tmp_path / repo_name / ".daiv" / "skills"
+        project_skills = tmp_path / repo_name / AGENTS_SKILLS_PATH
         assert (project_skills / "skill-one" / "SKILL.md").read_text() == _make_skill_md(
             name="skill-one", description="does one"
         )
@@ -164,9 +165,9 @@ async def test_skips_file_upload_when_dest_exists(self, tmp_path: Path):
         (builtin / "skill-one" / "helpers" / "util.py").write_text("print('one')\n")
 
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/.daiv/skills"])
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
 
-        project_skill_md = tmp_path / repo_name / ".daiv" / "skills" / "skill-one" / "SKILL.md"
+        project_skill_md = tmp_path / repo_name / AGENTS_SKILLS_PATH / "skill-one" / "SKILL.md"
         project_skill_md.parent.mkdir(parents=True, exist_ok=True)
         project_skill_md.write_text(_make_skill_md(name="skill-one", description="existing"))
 
@@ -187,10 +188,10 @@ def fake_exists(self: Path) -> bool:
 
         # SKILL.md should not be overwritten, but other files should still be uploaded.
         assert project_skill_md.read_text() == _make_skill_md(name="skill-one", description="existing")
-        assert (tmp_path / repo_name / ".daiv" / "skills" / "skill-one" / "helpers" / "util.py").read_text() == (
+        assert (tmp_path / repo_name / AGENTS_SKILLS_PATH / "skill-one" / "helpers" / "util.py").read_text() == (
             "print('one')\n"
         )
-        assert (tmp_path / repo_name / ".daiv" / "skills" / "skill-one" / ".gitignore").read_text() == "*"
+        assert (tmp_path / repo_name / AGENTS_SKILLS_PATH / "skill-one" / ".gitignore").read_text() == "*"
 
     async def test_raises_when_backend_returns_error(self, tmp_path: Path):
         builtin = tmp_path / "builtin_skills"
@@ -439,23 +440,20 @@ async def test_discovers_skills_from_multiple_sources(self, tmp_path: Path):
         (builtin / "skill-one" / "SKILL.md").write_text(_make_skill_md(name="skill-one", description="builtin one"))
 
         # Create skills in different source directories
-        daiv_skill = tmp_path / repo_name / ".daiv" / "skills" / "daiv-skill"
+        daiv_skill = tmp_path / repo_name / AGENTS_SKILLS_PATH / "daiv-skill"
         daiv_skill.mkdir(parents=True)
         (daiv_skill / "SKILL.md").write_text(_make_skill_md(name="daiv-skill", description="from daiv"))
 
-        agents_skill = tmp_path / repo_name / ".agents" / "skills" / "agents-skill"
+        agents_skill = tmp_path / repo_name / CLAUDE_CODE_SKILLS_PATH / "agents-skill"
         agents_skill.mkdir(parents=True)
         (agents_skill / "SKILL.md").write_text(_make_skill_md(name="agents-skill", description="from agents"))
 
-        cursor_skill = tmp_path / repo_name / ".cursor" / "skills" / "cursor-skill"
+        cursor_skill = tmp_path / repo_name / CURSOR_SKILLS_PATH / "cursor-skill"
         cursor_skill.mkdir(parents=True)
         (cursor_skill / "SKILL.md").write_text(_make_skill_md(name="cursor-skill", description="from cursor"))
 
         backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(
-            backend=backend,
-            sources=[f"/{repo_name}/.daiv/skills", f"/{repo_name}/.agents/skills", f"/{repo_name}/.cursor/skills"],
-        )
+        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{source}" for source in SKILLS_SOURCES])
         runtime = _make_runtime(repo_working_dir=str(tmp_path / repo_name))
 
         with patch("automation.agent.middlewares.skills.BUILTIN_SKILLS_PATH", builtin):

From d403c5cdf9b052278202a9a153ad5e6445ab81b8 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 12:03:51 +0000
Subject: [PATCH 05/16] Reverted changes.

---
 daiv/automation/agent/middlewares/skills.py | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/daiv/automation/agent/middlewares/skills.py b/daiv/automation/agent/middlewares/skills.py
index 4e0b3568..fa237c7e 100644
--- a/daiv/automation/agent/middlewares/skills.py
+++ b/daiv/automation/agent/middlewares/skills.py
@@ -121,11 +121,10 @@ async def abefore_agent(
         # If the super method returns None, it means that the skills metadata was already captured and registered in
         # the state.
         skills_metadata = skills_update["skills_metadata"] if skills_update else state["skills_metadata"]
-        messages = state.get("messages")
-        if not messages:
-            return skills_update
 
-        builtin_slash_commands = await self._apply_builtin_slash_commands(messages, runtime.context, skills_metadata)
+        builtin_slash_commands = await self._apply_builtin_slash_commands(
+            state["messages"], runtime.context, skills_metadata
+        )
 
         if builtin_slash_commands:
             return builtin_slash_commands
@@ -151,8 +150,7 @@ async def _copy_builtin_skills(self, agent_path: Path) -> list[str]:
         """
         builtin_skills = []
         files_to_upload = []
-        primary_source = self.sources[0] if self.sources else f"/{agent_path.name}/{AGENTS_SKILLS_PATH}"
-        project_skills_path = Path(primary_source)
+        project_skills_path = Path(f"/{agent_path.name}/{AGENTS_SKILLS_PATH}")
 
         for builtin_skill_dir in BUILTIN_SKILLS_PATH.iterdir():
             if not builtin_skill_dir.is_dir() or builtin_skill_dir.name == "__pycache__":

From 5436ef8df7644dfd1f5945ec4657c183d37a9548 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 19:28:46 +0000
Subject: [PATCH 06/16] Added changes publisher to review addressor.

---
 .../agent/middlewares/git_platform.py         |   3 +-
 daiv/codebase/managers/review_addressor.py    | 115 ++++++++++++++----
 .../codebase/issue_unable_address_issue.txt   |   4 +-
 .../codebase/review_unable_address_review.txt |   6 +
 4 files changed, 99 insertions(+), 29 deletions(-)
 create mode 100644 daiv/codebase/templates/codebase/review_unable_address_review.txt

diff --git a/daiv/automation/agent/middlewares/git_platform.py b/daiv/automation/agent/middlewares/git_platform.py
index 89cb366d..99f97905 100644
--- a/daiv/automation/agent/middlewares/git_platform.py
+++ b/daiv/automation/agent/middlewares/git_platform.py
@@ -465,7 +465,8 @@ async def github_tool(
 
     args = ["gh"]
     args += splitted_subcommand
-    args += ["--repo", runtime.context.repo_id]
+    if resource != "api":
+        args += ["--repo", runtime.context.repo_id]
 
     try:
         process = await asyncio.create_subprocess_exec(
diff --git a/daiv/codebase/managers/review_addressor.py b/daiv/codebase/managers/review_addressor.py
index cab0f867..1fe06efa 100644
--- a/daiv/codebase/managers/review_addressor.py
+++ b/daiv/codebase/managers/review_addressor.py
@@ -4,6 +4,7 @@
 from typing import TYPE_CHECKING
 
 from django.conf import settings as django_settings
+from django.template.loader import render_to_string
 
 from langchain_core.messages import HumanMessage
 from langchain_core.runnables import RunnableConfig
@@ -12,8 +13,10 @@
 from unidiff.patch import Line
 
 from automation.agent.graph import create_daiv_agent
+from automation.agent.publishers import GitChangePublisher
 from automation.agent.utils import extract_text_content, get_daiv_agent_kwargs
-from codebase.base import MergeRequest, Note, NoteDiffPosition, NoteDiffPositionType, NotePositionType
+from codebase.base import GitPlatform, MergeRequest, Note, NoteDiffPosition, NoteDiffPositionType, NotePositionType
+from core.constants import BOT_NAME
 from core.utils import generate_uuid
 
 from .base import BaseManager
@@ -191,9 +194,7 @@ def __init__(self, *, merge_request: MergeRequest, mention_comment_id: str, runt
         super().__init__(runtime_ctx=runtime_ctx)
         self.merge_request = merge_request
         self.mention_comment_id = mention_comment_id
-        self.thread_id = generate_uuid(
-            f"{self.ctx.repo_id}:{self.ctx.scope.value}/{self.merge_request.merge_request_id}"
-        )
+        self.thread_id = generate_uuid(f"{self.ctx.repo_id}:{self.ctx.scope}/{self.merge_request.merge_request_id}")
 
     @classmethod
     async def address_comments(cls, *, merge_request: MergeRequest, mention_comment_id: str, runtime_ctx: RuntimeCtx):
@@ -207,7 +208,11 @@ async def address_comments(cls, *, merge_request: MergeRequest, mention_comment_
         """
         manager = cls(merge_request=merge_request, mention_comment_id=mention_comment_id, runtime_ctx=runtime_ctx)
 
-        await manager._address_comments()
+        try:
+            await manager._address_comments()
+        except Exception as e:
+            logger.exception("Error addressing comments for merge request %d: %s", merge_request.merge_request_id, e)
+            manager._add_unable_to_address_review_note()
 
     async def _address_comments(self):
         """
@@ -224,28 +229,86 @@ async def _address_comments(self):
                 store=self.store,
                 **get_daiv_agent_kwargs(model_config=self.ctx.config.models.agent),
             )
+            agent_config = RunnableConfig(
+                configurable={"thread_id": self.thread_id},
+                tags=[daiv_agent.get_name(), self.client.git_platform.value],
+                metadata={
+                    "author": self.merge_request.author.username,
+                    "merge_request_id": self.merge_request.merge_request_id,
+                    "scope": self.ctx.scope,
+                },
+            )
+
+            try:
+                result = await daiv_agent.ainvoke(
+                    {
+                        "messages": [
+                            HumanMessage(
+                                name=mention_comment.notes[0].author.username,
+                                id=mention_comment.notes[0].id,
+                                content=mention_comment.notes[0].body,
+                            )
+                        ]
+                    },
+                    config=agent_config,
+                    context=self.ctx,
+                )
+
+            except Exception:
+                snapshot = await daiv_agent.aget_state(config=agent_config)
+
+                # If and unexpect error occurs while addressing the issue, a draft merge request is created to avoid
+                # losing the changes made by the agent.
+                publisher = GitChangePublisher(self.ctx)
+                publish_result = await publisher.publish(
+                    branch_name=snapshot.values.get("branch_name"),
+                    merge_request_id=snapshot.values.get("merge_request_id"),
+                    skip_ci=True,
+                    as_draft=True,
+                )
+
+                # If the draft merge request is created successfully, we update the state to reflect the new MR.
+                if publish_result:
+                    await daiv_agent.aupdate_state(
+                        config=agent_config,
+                        values={
+                            "branch_name": publish_result["branch_name"],
+                            "merge_request_id": publish_result["merge_request_id"],
+                        },
+                    )
+
+                self._add_unable_to_address_review_note(changes_published=bool(publish_result))
+            else:
+                self._leave_comment(result and extract_text_content(result["messages"][-1].content))
 
-            result = await daiv_agent.ainvoke(
+    def _add_unable_to_address_review_note(self, *, changes_published: bool = False):
+        """
+        Add a note to the merge request to inform the user that the review could not be addressed.
+
+        Args:
+            changes_published: Whether the changes were published to the repository.
+        """
+        self._leave_comment(
+            render_to_string(
+                "codebase/review_unable_address_review.txt",
                 {
-                    "messages": [
-                        HumanMessage(
-                            name=mention_comment.notes[0].author.username,
-                            id=mention_comment.notes[0].id,
-                            content=mention_comment.notes[0].body,
-                        )
-                    ]
+                    "bot_name": BOT_NAME,
+                    "bot_username": self.ctx.bot_username,
+                    "changes_published": changes_published,
+                    "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
-                config=RunnableConfig(
-                    tags=[daiv_agent.get_name(), self.client.git_platform.value],
-                    metadata={
-                        "author": self.merge_request.author.username,
-                        "merge_request_id": self.merge_request.merge_request_id,
-                        "scope": self.ctx.scope,
-                    },
-                    configurable={"thread_id": self.thread_id},
-                ),
-                context=self.ctx,
-            )
+            ),
+            reply_to_id=self.mention_comment_id,
+        )
+
+    def _leave_comment(self, body: str, reply_to_id: str | None = None):
+        """
+        Create a comment on the merge request.
 
-            response = result and extract_text_content(result["messages"][-1].content)
-            self.client.create_merge_request_comment(self.ctx.repo_id, self.merge_request.merge_request_id, response)
+        Args:
+            body: The body of the comment.
+            reply_to_id: The ID of the comment to reply to.
+        """
+        return self.client.create_merge_request_comment(
+            self.ctx.repo_id, self.merge_request.merge_request_id, body, reply_to_id=reply_to_id
+        )
diff --git a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
index ae14cb60..f9efd575 100644
--- a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
+++ b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
@@ -1,6 +1,6 @@
-An unexpected error occurred while working on this issue.
+An unexpected error occurred while working on this review.
 {% if changes_published %}
-To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
+To avoid losing progress, {{ bot_name }} committed the changes.
 {% endif %}
 
 To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file
diff --git a/daiv/codebase/templates/codebase/review_unable_address_review.txt b/daiv/codebase/templates/codebase/review_unable_address_review.txt
new file mode 100644
index 00000000..ae14cb60
--- /dev/null
+++ b/daiv/codebase/templates/codebase/review_unable_address_review.txt
@@ -0,0 +1,6 @@
+An unexpected error occurred while working on this issue.
+{% if changes_published %}
+To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
+{% endif %}
+
+To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file

From db2637fef4b51d49e3cdacbd45ef936fdf1fb488 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 23:09:03 +0000
Subject: [PATCH 07/16] Switched template content.

---
 .../templates/codebase/issue_unable_address_issue.txt         | 4 ++--
 .../templates/codebase/review_unable_address_review.txt       | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
index f9efd575..ae14cb60 100644
--- a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
+++ b/daiv/codebase/templates/codebase/issue_unable_address_issue.txt
@@ -1,6 +1,6 @@
-An unexpected error occurred while working on this review.
+An unexpected error occurred while working on this issue.
 {% if changes_published %}
-To avoid losing progress, {{ bot_name }} committed the changes.
+To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
 {% endif %}
 
 To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file
diff --git a/daiv/codebase/templates/codebase/review_unable_address_review.txt b/daiv/codebase/templates/codebase/review_unable_address_review.txt
index ae14cb60..f9efd575 100644
--- a/daiv/codebase/templates/codebase/review_unable_address_review.txt
+++ b/daiv/codebase/templates/codebase/review_unable_address_review.txt
@@ -1,6 +1,6 @@
-An unexpected error occurred while working on this issue.
+An unexpected error occurred while working on this review.
 {% if changes_published %}
-To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
+To avoid losing progress, {{ bot_name }} committed the changes.
 {% endif %}
 
 To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file

From 0a0a309f23d1e8b4f610210ecfc8c4731df865fd Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Mon, 9 Feb 2026 23:12:43 +0000
Subject: [PATCH 08/16] Fixed template content.

---
 daiv/codebase/managers/issue_addressor.py                   | 2 +-
 daiv/codebase/managers/review_addressor.py                  | 2 +-
 .../templates/codebase/review_unable_address_review.txt     | 6 ------
 ...ue_unable_address_issue.txt => unable_address_issue.txt} | 0
 daiv/codebase/templates/codebase/unable_address_review.txt  | 6 ++++++
 5 files changed, 8 insertions(+), 8 deletions(-)
 delete mode 100644 daiv/codebase/templates/codebase/review_unable_address_review.txt
 rename daiv/codebase/templates/codebase/{issue_unable_address_issue.txt => unable_address_issue.txt} (100%)
 create mode 100644 daiv/codebase/templates/codebase/unable_address_review.txt

diff --git a/daiv/codebase/managers/issue_addressor.py b/daiv/codebase/managers/issue_addressor.py
index 4b67a54a..9f0d1a30 100644
--- a/daiv/codebase/managers/issue_addressor.py
+++ b/daiv/codebase/managers/issue_addressor.py
@@ -127,7 +127,7 @@ def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
         """
         self._create_or_update_comment(
             render_to_string(
-                "codebase/issue_unable_address_issue.txt",
+                "codebase/unable_address_issue.txt",
                 {
                     "bot_name": BOT_NAME,
                     "bot_username": self.ctx.bot_username,
diff --git a/daiv/codebase/managers/review_addressor.py b/daiv/codebase/managers/review_addressor.py
index 1fe06efa..e2da260c 100644
--- a/daiv/codebase/managers/review_addressor.py
+++ b/daiv/codebase/managers/review_addressor.py
@@ -290,7 +290,7 @@ def _add_unable_to_address_review_note(self, *, changes_published: bool = False)
         """
         self._leave_comment(
             render_to_string(
-                "codebase/review_unable_address_review.txt",
+                "codebase/unable_address_review.txt",
                 {
                     "bot_name": BOT_NAME,
                     "bot_username": self.ctx.bot_username,
diff --git a/daiv/codebase/templates/codebase/review_unable_address_review.txt b/daiv/codebase/templates/codebase/review_unable_address_review.txt
deleted file mode 100644
index f9efd575..00000000
--- a/daiv/codebase/templates/codebase/review_unable_address_review.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-An unexpected error occurred while working on this review.
-{% if changes_published %}
-To avoid losing progress, {{ bot_name }} committed the changes.
-{% endif %}
-
-To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file
diff --git a/daiv/codebase/templates/codebase/issue_unable_address_issue.txt b/daiv/codebase/templates/codebase/unable_address_issue.txt
similarity index 100%
rename from daiv/codebase/templates/codebase/issue_unable_address_issue.txt
rename to daiv/codebase/templates/codebase/unable_address_issue.txt
diff --git a/daiv/codebase/templates/codebase/unable_address_review.txt b/daiv/codebase/templates/codebase/unable_address_review.txt
new file mode 100644
index 00000000..e612c359
--- /dev/null
+++ b/daiv/codebase/templates/codebase/unable_address_review.txt
@@ -0,0 +1,6 @@
+An unexpected error occurred while working on this {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
+{% if changes_published %}
+To avoid losing progress, {{ bot_name }} committed the changes done so far.
+{% endif %}
+
+To have {{ bot_name }} resume, leave a new comment mentioning @{{ bot_username }}.
\ No newline at end of file

From 4c82ca45eb4a5ef118fdead2dfb3dbf036388d8d Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Tue, 10 Feb 2026 00:55:47 +0000
Subject: [PATCH 09/16] Fixed numerous bugs.

---
 daiv/automation/agent/middlewares/git.py      | 15 +++++++-
 daiv/automation/agent/middlewares/skills.py   |  3 --
 daiv/automation/agent/publishers.py           | 37 +++++++++++++------
 daiv/codebase/clients/base.py                 |  4 +-
 daiv/codebase/clients/github/api/callbacks.py |  5 ++-
 daiv/codebase/clients/github/client.py        | 15 +++++---
 daiv/codebase/clients/gitlab/api/callbacks.py |  8 ++--
 daiv/codebase/clients/gitlab/client.py        |  4 +-
 daiv/codebase/clients/swe.py                  |  4 +-
 daiv/codebase/managers/issue_addressor.py     |  5 +--
 daiv/codebase/managers/review_addressor.py    | 13 +++----
 daiv/core/tasks.py                            |  2 +-
 daiv/slash_commands/actions/help.py           |  2 +-
 daiv/slash_commands/base.py                   |  2 +-
 .../slash_commands/slash_commands_help.txt    |  2 +
 .../agent/middlewares/test_skills.py          | 12 ------
 .../codebase/clients/github/test_client.py    |  6 +--
 17 files changed, 78 insertions(+), 61 deletions(-)

diff --git a/daiv/automation/agent/middlewares/git.py b/daiv/automation/agent/middlewares/git.py
index d21e9e84..8b720155 100644
--- a/daiv/automation/agent/middlewares/git.py
+++ b/daiv/automation/agent/middlewares/git.py
@@ -6,6 +6,7 @@
 from langchain.agents import AgentState
 from langchain.agents.middleware import AgentMiddleware, ModelRequest, ModelResponse
 from langchain_core.prompts import SystemMessagePromptTemplate
+from langsmith import get_current_run_tree
 
 from automation.agent.publishers import GitChangePublisher
 from codebase.base import Scope
@@ -159,6 +160,18 @@ async def aafter_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) -> d
             return None
 
         publisher = GitChangePublisher(runtime.context)
-        return await publisher.publish(
+        publish_result = await publisher.publish(
             branch_name=state.get("branch_name"), merge_request_id=state.get("merge_request_id"), skip_ci=self.skip_ci
         )
+
+        if publish_result:
+            if runtime.context.scope == Scope.ISSUE and (rt := get_current_run_tree()):
+                # If an issue resulted in a merge request, we send it to LangSmith for tracking.
+                rt.metadata["merge_request_id"] = publish_result["merge_request_id"]
+
+            return {
+                "branch_name": publish_result["branch_name"],
+                "merge_request_id": publish_result["merge_request_id"],
+            }
+
+        return None
diff --git a/daiv/automation/agent/middlewares/skills.py b/daiv/automation/agent/middlewares/skills.py
index fa237c7e..7acf99cd 100644
--- a/daiv/automation/agent/middlewares/skills.py
+++ b/daiv/automation/agent/middlewares/skills.py
@@ -99,9 +99,6 @@ async def abefore_agent(
         Apply builtin slash commands early in the conversation and copy builtin skills to the project skills directory
         to make them available to the agent.
         """
-        if "skills_metadata" in state:
-            return None
-
         # We need to always copy builtin skills before calling the super method to make them available in the filesystem
         # not just to be captured and registered in "skills_metadata" on first run, but also to be available in the
         # filesystem so that the agent can use them using the `skill` tool, otherwise a not_found error will be raised.
diff --git a/daiv/automation/agent/publishers.py b/daiv/automation/agent/publishers.py
index 4807aa1a..143fc1ce 100644
--- a/daiv/automation/agent/publishers.py
+++ b/daiv/automation/agent/publishers.py
@@ -62,7 +62,7 @@ async def publish(
                 generated based on the diff.
             merge_request_id: The merge request ID. If None, a new merge request will be created.
             skip_ci: Whether to skip the CI.
-            as_draft: Whether to create the merge request as a draft.
+            as_draft: Whether to create the merge request as a draft if merge request doesn't exist.
 
         Returns:
             The branch name and merge request ID.
@@ -70,25 +70,38 @@ async def publish(
         git_manager = GitManager(self.ctx.repo)
 
         if not git_manager.is_dirty():
+            logger.info("No changes to publish.")
             return None
 
         pr_metadata = await self._get_mr_metadata(git_manager.get_diff())
-        branch_name = branch_name or pr_metadata.branch
-
-        logger.info("Committing and pushing changes to branch '%s'", branch_name)
 
         unique_branch_name = git_manager.commit_and_push_changes(
-            pr_metadata.commit_message, branch_name=branch_name, skip_ci=skip_ci, use_branch_if_exists=bool(branch_name)
+            pr_metadata.commit_message,
+            branch_name=branch_name or pr_metadata.branch,
+            skip_ci=skip_ci,
+            use_branch_if_exists=bool(branch_name),
         )
 
-        if self.ctx.scope != Scope.MERGE_REQUEST and not merge_request_id:
-            logger.info("Creating merge request: '%s' -> '%s'", unique_branch_name, self.ctx.config.default_branch)
-            merge_request = self._update_or_create_merge_request(
-                unique_branch_name, pr_metadata.title, pr_metadata.description
+        logger.info("Published changes to branch: '%s' [skip_ci: %s]", unique_branch_name, skip_ci)
+
+        merge_request = self._update_or_create_merge_request(
+            unique_branch_name, pr_metadata.title, pr_metadata.description, as_draft=as_draft
+        )
+
+        if merge_request_id:
+            logger.info(
+                "Updated merge request: %s [merge_request_id: %s]",
+                merge_request.web_url,
+                merge_request.merge_request_id,
+            )
+        else:
+            logger.info(
+                "Created merge request: %s [merge_request_id: %s]",
+                merge_request.web_url,
+                merge_request.merge_request_id,
             )
-            merge_request_id = merge_request.merge_request_id
-            logger.info("Merge request created: %s", merge_request.web_url)
-        return {"branch_name": unique_branch_name, "merge_request_id": merge_request_id}
+
+        return {"branch_name": unique_branch_name, "merge_request_id": merge_request.merge_request_id}
 
     async def _get_mr_metadata(self, diff: str) -> PullRequestMetadata:
         """
diff --git a/daiv/codebase/clients/base.py b/daiv/codebase/clients/base.py
index e42ecaf6..b5f65953 100644
--- a/daiv/codebase/clients/base.py
+++ b/daiv/codebase/clients/base.py
@@ -127,7 +127,7 @@ def update_issue_comment(
         pass
 
     @abc.abstractmethod
-    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: str):
+    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: int | None = None):
         pass
 
     @abc.abstractmethod
@@ -181,7 +181,7 @@ def get_merge_request_comment(self, repo_id: str, merge_request_id: int, comment
         pass
 
     @abc.abstractmethod
-    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: str):
+    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: int):
         pass
 
     @abc.abstractmethod
diff --git a/daiv/codebase/clients/github/api/callbacks.py b/daiv/codebase/clients/github/api/callbacks.py
index 595c82d4..62108942 100644
--- a/daiv/codebase/clients/github/api/callbacks.py
+++ b/daiv/codebase/clients/github/api/callbacks.py
@@ -113,8 +113,9 @@ async def process_callback(self):
             )
 
         elif self._is_merge_request_review:
-            # The webhook doesn't provide the source branch, so we need to fetch it from the merge request.
-
+            self._client.create_merge_request_note_emoji(
+                self.repository.full_name, self.issue.number, Emoji.EYES, self.comment.id
+            )
             await address_mr_comments_task.aenqueue(
                 repo_id=self.repository.full_name,
                 merge_request_id=self.issue.number,
diff --git a/daiv/codebase/clients/github/client.py b/daiv/codebase/clients/github/client.py
index bb45eb7e..b1369042 100644
--- a/daiv/codebase/clients/github/client.py
+++ b/daiv/codebase/clients/github/client.py
@@ -217,7 +217,7 @@ def create_issue(self, repo_id: str, title: str, description: str, labels: list[
         issue = repo.create_issue(title=title, body=description, labels=labels or [])
         return issue.number
 
-    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: str | None = None):
+    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: int | None = None):
         """
         Create an emoji in a note of an issue.
         """
@@ -226,7 +226,7 @@ def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id:
 
         issue = self.client.get_repo(repo_id, lazy=True).get_issue(issue_id)
         if note_id is not None:
-            issue.get_comment(int(note_id)).create_reaction(emoji_reaction)
+            issue.get_comment(note_id).create_reaction(emoji_reaction)
         else:
             issue.create_reaction(emoji_reaction)
 
@@ -393,7 +393,7 @@ def create_merge_request_comment(
             to_return = pr.create_issue_comment(body).id
         return to_return
 
-    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: str):
+    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: int):
         """
         Create an emoji on a note of a merge request.
 
@@ -408,9 +408,9 @@ def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, e
 
         pr = self.client.get_repo(repo_id, lazy=True).get_pull(merge_request_id)
         try:
-            pr.get_review_comment(int(note_id)).create_reaction(emoji_reaction)
+            pr.get_review_comment(note_id).create_reaction(emoji_reaction)
         except UnknownObjectException:
-            pr.get_issue_comment(int(note_id)).create_reaction(emoji_reaction)
+            pr.get_issue_comment(note_id).create_reaction(emoji_reaction)
 
     def get_issue_related_merge_requests(
         self, repo_id: str, issue_id: int, assignee_id: int | None = None, label: str | None = None
@@ -794,7 +794,10 @@ def update_or_create_merge_request(
         try:
             pr = repo.create_pull(base=target_branch, head=source_branch, title=title, body=description, draft=as_draft)
         except GithubException as e:
-            if e.status != 409:
+            if e.status != 422 or not any(
+                error.get("message").startswith("A pull request already exists for")
+                for error in e.data.get("errors", [])
+            ):
                 raise e
 
             prs = repo.get_pulls(base=target_branch, head=source_branch, state="open")
diff --git a/daiv/codebase/clients/gitlab/api/callbacks.py b/daiv/codebase/clients/gitlab/api/callbacks.py
index af80b500..1750d38c 100644
--- a/daiv/codebase/clients/gitlab/api/callbacks.py
+++ b/daiv/codebase/clients/gitlab/api/callbacks.py
@@ -120,7 +120,7 @@ async def process_callback(self):
 
         GitLab Note Webhook is called multiple times, one per note/discussion.
         """
-        if self._is_issue_comment:
+        if self.issue and self._is_issue_comment:
             self._client.create_issue_emoji(
                 self.project.path_with_namespace, self.issue.iid, Emoji.EYES, self.object_attributes.id
             )
@@ -130,7 +130,10 @@ async def process_callback(self):
                 mention_comment_id=self.object_attributes.discussion_id,
             )
 
-        elif self._is_merge_request_review:
+        elif self.merge_request and self._is_merge_request_review:
+            self._client.create_merge_request_note_emoji(
+                self.project.path_with_namespace, self.merge_request.iid, Emoji.EYES, self.object_attributes.id
+            )
             if self.object_attributes.type in [NoteType.DIFF_NOTE, NoteType.DISCUSSION_NOTE]:
                 await address_mr_review_task.aenqueue(
                     repo_id=self.project.path_with_namespace,
@@ -141,7 +144,6 @@ async def process_callback(self):
                 await address_mr_comments_task.aenqueue(
                     repo_id=self.project.path_with_namespace,
                     merge_request_id=self.merge_request.iid,
-                    merge_request_source_branch=self.merge_request.source_branch,
                     mention_comment_id=self.object_attributes.discussion_id,
                 )
             else:
diff --git a/daiv/codebase/clients/gitlab/client.py b/daiv/codebase/clients/gitlab/client.py
index cb5851ca..45893346 100644
--- a/daiv/codebase/clients/gitlab/client.py
+++ b/daiv/codebase/clients/gitlab/client.py
@@ -451,7 +451,7 @@ def create_issue(self, repo_id: str, title: str, description: str, labels: list[
         issue = project.issues.create(issue_data)
         return issue.iid
 
-    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: str | None = None):
+    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: int | None = None):
         """
         Create an emoji direclty on an issue or on an issue note.
         """
@@ -776,7 +776,7 @@ def create_merge_request_comment(
 
         return to_return
 
-    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: str):
+    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: int):
         """
         Create an emoji in a note of a merge request.
 
diff --git a/daiv/codebase/clients/swe.py b/daiv/codebase/clients/swe.py
index 73ece450..f82cf554 100644
--- a/daiv/codebase/clients/swe.py
+++ b/daiv/codebase/clients/swe.py
@@ -273,7 +273,7 @@ def update_issue_comment(
         """Not supported for SWE client."""
         raise NotImplementedError("SWERepoClient does not support issue comments")
 
-    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: str):
+    def create_issue_emoji(self, repo_id: str, issue_id: int, emoji: Emoji, note_id: int | None = None):
         """Not supported for SWE client."""
         raise NotImplementedError("SWERepoClient does not support issue emojis")
 
@@ -311,7 +311,7 @@ def get_merge_request_comment(self, repo_id: str, merge_request_id: int, comment
         """Not supported for SWE client."""
         raise NotImplementedError("SWERepoClient does not support merge request comments")
 
-    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: str):
+    def create_merge_request_note_emoji(self, repo_id: str, merge_request_id: int, emoji: Emoji, note_id: int):
         """Not supported for SWE client."""
         raise NotImplementedError("SWERepoClient does not support merge request emojis")
 
diff --git a/daiv/codebase/managers/issue_addressor.py b/daiv/codebase/managers/issue_addressor.py
index 9f0d1a30..15eade0b 100644
--- a/daiv/codebase/managers/issue_addressor.py
+++ b/daiv/codebase/managers/issue_addressor.py
@@ -36,7 +36,7 @@ class IssueAddressorManager(BaseManager):
     def __init__(self, *, issue: Issue, mention_comment_id: str | None = None, runtime_ctx: RuntimeCtx):
         super().__init__(runtime_ctx=runtime_ctx)
         self.issue = issue
-        self.thread_id = generate_uuid(f"{self.ctx.repo_id}:{self.ctx.scope.value}/{issue.iid}")
+        self.thread_id = generate_uuid(f"{self.ctx.repo_id}:{self.ctx.scope}/{issue.iid}")
         self.mention_comment_id = mention_comment_id
 
     @classmethod
@@ -103,8 +103,7 @@ async def _address_issue(self):
                 publish_result = await publisher.publish(
                     branch_name=snapshot.values.get("branch_name"),
                     merge_request_id=snapshot.values.get("merge_request_id"),
-                    skip_ci=True,
-                    as_draft=True,
+                    as_draft=snapshot.values.get("merge_request_id") is None,
                 )
 
                 # If the draft merge request is created successfully, we update the state to reflect the new MR.
diff --git a/daiv/codebase/managers/review_addressor.py b/daiv/codebase/managers/review_addressor.py
index e2da260c..84ebdc36 100644
--- a/daiv/codebase/managers/review_addressor.py
+++ b/daiv/codebase/managers/review_addressor.py
@@ -210,8 +210,8 @@ async def address_comments(cls, *, merge_request: MergeRequest, mention_comment_
 
         try:
             await manager._address_comments()
-        except Exception as e:
-            logger.exception("Error addressing comments for merge request %d: %s", merge_request.merge_request_id, e)
+        except Exception:
+            logger.exception("Error addressing comments for merge request: %d", merge_request.merge_request_id)
             manager._add_unable_to_address_review_note()
 
     async def _address_comments(self):
@@ -257,17 +257,15 @@ async def _address_comments(self):
             except Exception:
                 snapshot = await daiv_agent.aget_state(config=agent_config)
 
-                # If and unexpect error occurs while addressing the issue, a draft merge request is created to avoid
+                # If and unexpect error occurs while addressing the review, a draft merge request is created to avoid
                 # losing the changes made by the agent.
                 publisher = GitChangePublisher(self.ctx)
                 publish_result = await publisher.publish(
                     branch_name=snapshot.values.get("branch_name"),
                     merge_request_id=snapshot.values.get("merge_request_id"),
-                    skip_ci=True,
-                    as_draft=True,
+                    as_draft=snapshot.values.get("merge_request_id") is None,
                 )
 
-                # If the draft merge request is created successfully, we update the state to reflect the new MR.
                 if publish_result:
                     await daiv_agent.aupdate_state(
                         config=agent_config,
@@ -298,7 +296,8 @@ def _add_unable_to_address_review_note(self, *, changes_published: bool = False)
                     "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
             ),
-            reply_to_id=self.mention_comment_id,
+            # GitHub doesn't support replying to comments, so we need to provide a reply_to_id only for GitLab.
+            reply_to_id=self.mention_comment_id if self.ctx.git_platform == GitPlatform.GITLAB else None,
         )
 
     def _leave_comment(self, body: str, reply_to_id: str | None = None):
diff --git a/daiv/core/tasks.py b/daiv/core/tasks.py
index 977aa7fb..b96d8f9c 100644
--- a/daiv/core/tasks.py
+++ b/daiv/core/tasks.py
@@ -6,7 +6,7 @@
 
 @cron("0 0 * * *")  # every day at midnight
 @task
-async def prune_db_task_results_cron_task():
+def prune_db_task_results_cron_task():
     """
     Prune database task results every day at midnight.
     """
diff --git a/daiv/slash_commands/actions/help.py b/daiv/slash_commands/actions/help.py
index 44aa77c5..d5187863 100644
--- a/daiv/slash_commands/actions/help.py
+++ b/daiv/slash_commands/actions/help.py
@@ -61,4 +61,4 @@ def _format_skill_help(self, skill: SkillMetadata) -> str:
         Returns:
             The help message for the skill.
         """
-        return f" * `/{skill['name']}` - {skill['description']}"
+        return f"| `/{skill['name']}` | {skill['description']} |"
diff --git a/daiv/slash_commands/base.py b/daiv/slash_commands/base.py
index 87812af1..02d89a74 100644
--- a/daiv/slash_commands/base.py
+++ b/daiv/slash_commands/base.py
@@ -37,7 +37,7 @@ def help(self) -> str:
         """
         Get the help message for the command.
         """
-        return f" * `{self.command_to_invoke}` - {self.description}"
+        return f"| `{self.command_to_invoke}` | {self.description} |"
 
     @abstractmethod
     async def execute_for_agent(self, *, args: str, **kwargs) -> str:
diff --git a/daiv/slash_commands/templates/slash_commands/slash_commands_help.txt b/daiv/slash_commands/templates/slash_commands/slash_commands_help.txt
index 8cca6350..875ce585 100644
--- a/daiv/slash_commands/templates/slash_commands/slash_commands_help.txt
+++ b/daiv/slash_commands/templates/slash_commands/slash_commands_help.txt
@@ -1,5 +1,7 @@
 ### 🤖 {{ bot_name }} Slash Commands
 
+| Command | Description |
+|---------|-------------|
 {% for action in actions %}{{ action }}
 {% endfor -%}
 
diff --git a/tests/unit_tests/automation/agent/middlewares/test_skills.py b/tests/unit_tests/automation/agent/middlewares/test_skills.py
index c0687a04..379b64ba 100644
--- a/tests/unit_tests/automation/agent/middlewares/test_skills.py
+++ b/tests/unit_tests/automation/agent/middlewares/test_skills.py
@@ -45,18 +45,6 @@ class TestSkillsMiddleware:
     Test the SkillsMiddleware class.
     """
 
-    async def test_skips_when_skills_metadata_present(self, tmp_path: Path):
-        from deepagents.backends.filesystem import FilesystemBackend
-
-        repo_name = "repoX"
-        backend = FilesystemBackend(root_dir=tmp_path, virtual_mode=True)
-        middleware = SkillsMiddleware(backend=backend, sources=[f"/{repo_name}/{AGENTS_SKILLS_PATH}"])
-        runtime = _make_runtime(repo_working_dir=str(tmp_path / repo_name))
-
-        result = await middleware.abefore_agent({"skills_metadata": [], "messages": []}, runtime, Mock())
-        assert result is None
-        assert not (tmp_path / repo_name / AGENTS_SKILLS_PATH).exists()
-
     async def test_copies_builtin_skills_then_delegates_to_super(self, tmp_path: Path):
         from deepagents.backends.filesystem import FilesystemBackend
 
diff --git a/tests/unit_tests/codebase/clients/github/test_client.py b/tests/unit_tests/codebase/clients/github/test_client.py
index 89a390ad..a6fa009e 100644
--- a/tests/unit_tests/codebase/clients/github/test_client.py
+++ b/tests/unit_tests/codebase/clients/github/test_client.py
@@ -71,7 +71,7 @@ def test_create_issue_emoji_converts_note_id_to_int(self, github_client):
         mock_issue.get_comment.return_value = mock_comment
 
         # Pass note_id as a string
-        github_client.create_issue_emoji("owner/repo", 123, Emoji.THUMBSUP, "3645723306")
+        github_client.create_issue_emoji("owner/repo", 123, Emoji.THUMBSUP, 3645723306)
 
         # Verify that get_comment was called with an integer
         mock_issue.get_comment.assert_called_once_with(3645723306)
@@ -186,7 +186,7 @@ def test_create_merge_request_note_emoji_review_comment(self, github_client):
         mock_pr.get_review_comment.return_value = mock_comment
 
         # Pass note_id as a string
-        github_client.create_merge_request_note_emoji("owner/repo", 712, Emoji.THUMBSUP, "3645723306")
+        github_client.create_merge_request_note_emoji("owner/repo", 712, Emoji.THUMBSUP, 3645723306)
 
         # Verify that get_review_comment was called with an integer
         mock_pr.get_review_comment.assert_called_once_with(3645723306)
@@ -205,7 +205,7 @@ def test_create_merge_request_note_emoji_issue_comment_fallback(self, github_cli
         mock_pr.get_issue_comment.return_value = mock_comment
 
         # Pass note_id as a string
-        github_client.create_merge_request_note_emoji("owner/repo", 712, Emoji.THUMBSUP, "3645723306")
+        github_client.create_merge_request_note_emoji("owner/repo", 712, Emoji.THUMBSUP, 3645723306)
 
         # Verify that both methods were called with an integer
         mock_pr.get_review_comment.assert_called_once_with(3645723306)

From 8177f8dbc5e5166f0d0dce57b9482723c67657cb Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Tue, 10 Feb 2026 12:44:09 +0000
Subject: [PATCH 10/16] Code cleanup.

---
 daiv/codebase/clients/github/api/callbacks.py | 40 +------------------
 daiv/codebase/clients/github/api/views.py     |  4 +-
 daiv/codebase/clients/gitlab/api/callbacks.py | 38 ++++++------------
 daiv/codebase/managers/issue_addressor.py     | 24 +++++------
 daiv/codebase/tasks.py                        | 16 +-------
 5 files changed, 27 insertions(+), 95 deletions(-)

diff --git a/daiv/codebase/clients/github/api/callbacks.py b/daiv/codebase/clients/github/api/callbacks.py
index 62108942..1726ffc3 100644
--- a/daiv/codebase/clients/github/api/callbacks.py
+++ b/daiv/codebase/clients/github/api/callbacks.py
@@ -6,11 +6,11 @@
 from codebase.clients import RepoClient
 from codebase.clients.base import Emoji
 from codebase.repo_config import RepositoryConfig
-from codebase.tasks import address_issue_task, address_mr_comments_task, address_mr_review_task
+from codebase.tasks import address_issue_task, address_mr_comments_task
 from codebase.utils import note_mentions_daiv
 from core.constants import BOT_AUTO_LABEL, BOT_LABEL, BOT_MAX_LABEL
 
-from .models import Comment, Issue, Label, PullRequest, Repository, Review  # noqa: TC001
+from .models import Comment, Issue, Label, Repository  # noqa: TC001
 
 logger = logging.getLogger("daiv.webhooks")
 
@@ -150,42 +150,6 @@ def _is_issue_comment(self) -> bool:
         )
 
 
-class PullRequestReviewCallback(GitHubCallback):
-    """
-    GitHub Pull Request Review Webhook for automatically address the review feedback.
-    """
-
-    action: Literal["submitted", "edited", "dismissed"]
-    pull_request: PullRequest
-    review: Review
-
-    def model_post_init(self, __context: Any):
-        self._client = RepoClient.create_instance()
-
-    def accept_callback(self) -> bool:
-        """
-        Check if the webhook is accepted.
-        """
-        return (
-            self.action in ["submitted", "edited"]
-            and self.pull_request.state == "open"
-            # Ignore the DAIV review itself
-            and self.review.user.id != self._client.current_user.id
-        )
-
-    async def process_callback(self):
-        """
-        Trigger the task to address the review feedback or issue comment like the plan approval use case.
-
-        GitLab Note Webhook is called multiple times, one per note/discussion.
-        """
-        await address_mr_review_task.aenqueue(
-            repo_id=self.repository.full_name,
-            merge_request_id=self.pull_request.number,
-            merge_request_source_branch=self.pull_request.head.ref,
-        )
-
-
 class PushCallback(GitHubCallback):
     """
     GitHub Push Webhook for automatically invalidate the cache for the repository configurations.
diff --git a/daiv/codebase/clients/github/api/views.py b/daiv/codebase/clients/github/api/views.py
index bcabb7f9..b81f5b71 100644
--- a/daiv/codebase/clients/github/api/views.py
+++ b/daiv/codebase/clients/github/api/views.py
@@ -5,7 +5,7 @@
 from codebase.base import GitPlatform
 from codebase.conf import settings
 
-from .callbacks import IssueCallback, IssueCommentCallback, PullRequestReviewCallback, PushCallback  # noqa: TC001
+from .callbacks import IssueCallback, IssueCommentCallback, PushCallback  # noqa: TC001
 from .security import validate_github_webhook
 
 logger = logging.getLogger("daiv.webhooks")
@@ -13,7 +13,7 @@
 
 @router.post("/callbacks/github", response={204: None, 401: None, 403: None, 422: UnprocessableEntityResponse})
 @router.post("/callbacks/github/", response={204: None, 401: None, 403: None, 422: UnprocessableEntityResponse})
-async def callback(request, payload: IssueCallback | IssueCommentCallback | PushCallback | PullRequestReviewCallback):
+async def callback(request, payload: IssueCallback | IssueCommentCallback | PushCallback):
     """
     GitHub callback endpoint for processing callbacks.
 
diff --git a/daiv/codebase/clients/gitlab/api/callbacks.py b/daiv/codebase/clients/gitlab/api/callbacks.py
index 1750d38c..8a2f179a 100644
--- a/daiv/codebase/clients/gitlab/api/callbacks.py
+++ b/daiv/codebase/clients/gitlab/api/callbacks.py
@@ -3,11 +3,10 @@
 from typing import Any, Literal
 
 from codebase.api.callbacks import BaseCallback
-from codebase.base import NoteType
 from codebase.clients import RepoClient
 from codebase.clients.base import Emoji
 from codebase.repo_config import RepositoryConfig
-from codebase.tasks import address_issue_task, address_mr_comments_task, address_mr_review_task
+from codebase.tasks import address_issue_task, address_mr_comments_task
 from codebase.utils import note_mentions_daiv
 from core.constants import BOT_AUTO_LABEL, BOT_LABEL, BOT_MAX_LABEL
 
@@ -112,7 +111,7 @@ def accept_callback(self) -> bool:
         ):
             return False
 
-        return bool(self._is_issue_comment or self._is_merge_request_review)
+        return bool(self._is_issue_comment or self._is_merge_request_comment)
 
     async def process_callback(self):
         """
@@ -130,32 +129,24 @@ async def process_callback(self):
                 mention_comment_id=self.object_attributes.discussion_id,
             )
 
-        elif self.merge_request and self._is_merge_request_review:
+        elif self.merge_request and self._is_merge_request_comment:
             self._client.create_merge_request_note_emoji(
                 self.project.path_with_namespace, self.merge_request.iid, Emoji.EYES, self.object_attributes.id
             )
-            if self.object_attributes.type in [NoteType.DIFF_NOTE, NoteType.DISCUSSION_NOTE]:
-                await address_mr_review_task.aenqueue(
-                    repo_id=self.project.path_with_namespace,
-                    merge_request_id=self.merge_request.iid,
-                    merge_request_source_branch=self.merge_request.source_branch,
-                )
-            elif self.object_attributes.type is None:  # This is a comment note.
-                await address_mr_comments_task.aenqueue(
-                    repo_id=self.project.path_with_namespace,
-                    merge_request_id=self.merge_request.iid,
-                    mention_comment_id=self.object_attributes.discussion_id,
-                )
-            else:
-                logger.warning("Unsupported note type: %s", self.object_attributes.type)
+            await address_mr_comments_task.aenqueue(
+                repo_id=self.project.path_with_namespace,
+                merge_request_id=self.merge_request.iid,
+                mention_comment_id=self.object_attributes.discussion_id,
+            )
 
     @cached_property
-    def _is_merge_request_review(self) -> bool:
+    def _is_merge_request_comment(self) -> bool:
         """
         Accept the webhook if the note is a merge request comment that mentions DAIV.
         """
         return bool(
             self._repo_config.code_review.enabled
+            and self.object_attributes.type is None  # This is a comment note.
             and self.object_attributes.noteable_type == NoteableType.MERGE_REQUEST
             and self.object_attributes.action in [NoteAction.CREATE, NoteAction.UPDATE]
             and self.merge_request
@@ -192,13 +183,10 @@ def accept_callback(self) -> bool:
         """
         Accept the webhook if the push is to the default branch or to any branch with MR created.
         """
-        return self.ref.endswith(self.project.default_branch)
+        return bool(self.project.default_branch and self.ref.endswith(self.project.default_branch))
 
     async def process_callback(self):
         """
-        Process the push webhook to update the codebase index and invalidate the cache for the
-        repository configurations.
+        Process the push webhook to invalidate the cache for the repository configurations.
         """
-        if self.project.default_branch and self.ref.endswith(self.project.default_branch):
-            # Invalidate the cache for the repository configurations, they could have changed.
-            RepositoryConfig.invalidate_cache(self.project.path_with_namespace)
+        RepositoryConfig.invalidate_cache(self.project.path_with_namespace)
diff --git a/daiv/codebase/managers/issue_addressor.py b/daiv/codebase/managers/issue_addressor.py
index 15eade0b..df38dd17 100644
--- a/daiv/codebase/managers/issue_addressor.py
+++ b/daiv/codebase/managers/issue_addressor.py
@@ -118,13 +118,13 @@ async def _address_issue(self):
 
                 self._add_unable_to_address_issue_note(changes_published=bool(publish_result))
             else:
-                self._create_or_update_comment(result and extract_text_content(result["messages"][-1].content))
+                self._leave_comment(result and extract_text_content(result["messages"][-1].content))
 
     def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
         """
         Add a note to the issue to inform the user that the response could not be generated.
         """
-        self._create_or_update_comment(
+        self._leave_comment(
             render_to_string(
                 "codebase/unable_address_issue.txt",
                 {
@@ -134,22 +134,16 @@ def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
                     "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
             ),
-            reply_to_id=self.mention_comment_id,
+            # GitHub doesn't support replying to comments, so we need to provide a reply_to_id only for GitLab.
+            reply_to_id=self.mention_comment_id if self.ctx.git_platform == GitPlatform.GITLAB else None,
         )
 
-    def _create_or_update_comment(self, note_message: str, reply_to_id: str | None = None):
+    def _leave_comment(self, body: str, reply_to_id: str | None = None):
         """
-        Create or update a comment on the issue.
+        Leave a comment on the issue.
 
         Args:
-            note_message: The message to add to the comment.
-            reply_to_id: The ID of the comment to reply to.
+            body: The body of the comment.
+            reply_to_id: The ID of the comment to reply to. This is not supported for GitHub.
         """
-        if self._comment_id is not None:
-            self.client.update_issue_comment(
-                self.ctx.repo_id, self.issue.iid, self._comment_id, note_message, reply_to_id=reply_to_id
-            )
-        else:
-            self._comment_id = self.client.create_issue_comment(
-                self.ctx.repo_id, self.issue.iid, note_message, reply_to_id=reply_to_id
-            )
+        return self.client.create_issue_comment(self.ctx.repo_id, self.issue.iid, body, reply_to_id=reply_to_id)
diff --git a/daiv/codebase/tasks.py b/daiv/codebase/tasks.py
index e0468b0b..1621c546 100644
--- a/daiv/codebase/tasks.py
+++ b/daiv/codebase/tasks.py
@@ -20,7 +20,7 @@
 
     @cron("*/5 * * * *")  # every 5 minute
     @task
-    async def setup_webhooks_cron_task():
+    def setup_webhooks_cron_task():
         """
         Setup webhooks for all repositories every 5 minutes.
         """
@@ -48,20 +48,6 @@ async def address_issue_task(
         )
 
 
-@task(dedup=True)
-async def address_mr_review_task(repo_id: str, merge_request_id: int, merge_request_source_branch: str):
-    """
-    Address a review feedback by applying the changes described or answering questions about the codebase.
-
-    Args:
-        repo_id (str): The repository id.
-        merge_request_id (int): The merge request id.
-        merge_request_source_branch (str): The merge request source branch.
-    """
-    # async with set_runtime_ctx(repo_id, ref=merge_request_source_branch, scope="merge_request") as runtime_ctx:
-    #     await ReviewAddressorManager.process_review_comments(merge_request_id=merge_request_id, runtime_ctx=runtime_ctx) # noqa: E501 ERA001
-
-
 @task(dedup=True)
 async def address_mr_comments_task(repo_id: str, merge_request_id: int, mention_comment_id: str):
     """

From fb1965c2e43b56ccd22b491ef68fe36098332eb9 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Tue, 10 Feb 2026 19:20:15 +0000
Subject: [PATCH 11/16] Renamed and refactored pr_metadata module.

---
 Makefile                                      |   6 +-
 daiv/automation/agent/constants.py            |   1 +
 .../__init__.py                               |   0
 .../automation/agent/diff_to_metadata/conf.py |  18 ++
 .../agent/diff_to_metadata/graph.py           | 160 ++++++++++++++++++
 .../prompts.py                                |  30 +++-
 .../schemas.py                                |   9 +-
 daiv/automation/agent/graph.py                |  11 +-
 daiv/automation/agent/pr_describer/conf.py    |  15 --
 daiv/automation/agent/pr_describer/graph.py   |  71 --------
 daiv/automation/agent/publishers.py           |  28 +--
 daiv/automation/checks.py                     |   5 +-
 daiv/codebase/repo_config.py                  |  24 ++-
 docs/configuration/env-config.md              |  14 +-
 docs/configuration/yaml-config.md             |  11 +-
 pyproject.toml                                |   1 -
 tests/conftest.py                             | 102 -----------
 tests/integration_tests/__init__.py           |   0
 .../data/diff_to_metadata}/cases.jsonl        |   0
 .../context_files/005-AGENTS.md               |   0
 .../context_files/006-AGENTS.md               |   0
 .../diffs/001-feat-health.diff                |   0
 .../diffs/002-fix-parse-number.diff           |   0
 .../diffs/003-refactor-order-service.diff     |   0
 .../diffs/004-docs-readme.diff                |   0
 .../diffs/005-fix-email-regex.diff            |   0
 .../diffs/006-fix-date-utc.diff               |   0
 .../diff_to_metadata}/extras/005-context.md   |   0
 .../diff_to_metadata}/extras/006-context.md   |   0
 .../integration_tests}/evaluators.py          |   2 +-
 .../test_diff_to_metadata.py                  |  27 +--
 tests/unit_tests/codebase/test_config.py      |   4 +-
 32 files changed, 278 insertions(+), 261 deletions(-)
 rename daiv/automation/agent/{pr_describer => diff_to_metadata}/__init__.py (100%)
 create mode 100644 daiv/automation/agent/diff_to_metadata/conf.py
 create mode 100644 daiv/automation/agent/diff_to_metadata/graph.py
 rename daiv/automation/agent/{pr_describer => diff_to_metadata}/prompts.py (75%)
 rename daiv/automation/agent/{pr_describer => diff_to_metadata}/schemas.py (63%)
 delete mode 100644 daiv/automation/agent/pr_describer/conf.py
 delete mode 100644 daiv/automation/agent/pr_describer/graph.py
 delete mode 100644 tests/conftest.py
 create mode 100644 tests/integration_tests/__init__.py
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/cases.jsonl (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/context_files/005-AGENTS.md (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/context_files/006-AGENTS.md (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/001-feat-health.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/002-fix-parse-number.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/003-refactor-order-service.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/004-docs-readme.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/005-fix-email-regex.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/diffs/006-fix-date-utc.diff (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/extras/005-context.md (100%)
 rename {evals/data/pr_describer => tests/integration_tests/data/diff_to_metadata}/extras/006-context.md (100%)
 rename {evals => tests/integration_tests}/evaluators.py (91%)
 rename evals/test_pr_describer.py => tests/integration_tests/test_diff_to_metadata.py (67%)

diff --git a/Makefile b/Makefile
index d1db998a..fc4dd652 100644
--- a/Makefile
+++ b/Makefile
@@ -11,7 +11,7 @@ help:
 	@echo "  make lint-fix       - Fix linting and formatting issues"
 	@echo "  make lint-typing    - Run type checking with ty"
 	@echo "  make lock           - Update uv lock"
-	@echo "  make evals          - Run evals"
+	@echo "  make integration-tests          - Run integration tests"
 
 test:
 	LANGCHAIN_TRACING_V2=false uv run pytest -s tests/unit_tests
@@ -42,8 +42,8 @@ makemessages:
 compilemessages:
 	uv run django-admin compilemessages
 
-evals:
-	LANGSMITH_TEST_SUITE="DAIV: PR Describer" uv run pytest --reuse-db evals --no-cov --log-level=INFO -k test_pr_describer -n 2
+integration-tests:
+	LANGSMITH_TEST_SUITE="DAIV: Diff to Metadata" uv run pytest --reuse-db tests/integration_tests --no-cov --log-level=INFO -k test_diff_to_metadata -n 2
 
 swebench:
 	uv run evals/swebench.py --dataset-path "SWE-bench/SWE-bench_Lite" --dataset-split "dev" --output-path predictions.json --num-samples 1
diff --git a/daiv/automation/agent/constants.py b/daiv/automation/agent/constants.py
index b5e2c623..8a285016 100644
--- a/daiv/automation/agent/constants.py
+++ b/daiv/automation/agent/constants.py
@@ -33,6 +33,7 @@ class ModelName(StrEnum):
     CLAUDE_HAIKU_4_5 = "openrouter:anthropic/claude-haiku-4.5"
 
     # OpenAI models
+    GPT_4_1_MINI = "openrouter:openai/gpt-4.1-mini"
     GPT_5_2 = "openrouter:openai/gpt-5.2"
     GPT_5_2_CODEX = "openrouter:openai/gpt-5.2-codex"
 
diff --git a/daiv/automation/agent/pr_describer/__init__.py b/daiv/automation/agent/diff_to_metadata/__init__.py
similarity index 100%
rename from daiv/automation/agent/pr_describer/__init__.py
rename to daiv/automation/agent/diff_to_metadata/__init__.py
diff --git a/daiv/automation/agent/diff_to_metadata/conf.py b/daiv/automation/agent/diff_to_metadata/conf.py
new file mode 100644
index 00000000..23050a96
--- /dev/null
+++ b/daiv/automation/agent/diff_to_metadata/conf.py
@@ -0,0 +1,18 @@
+from pydantic import Field
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+from automation.agent.constants import ModelName
+
+
+class DiffToMetadataSettings(BaseSettings):
+    model_config = SettingsConfigDict(env_prefix="DIFF_TO_METADATA_", env_parse_none_str="None")
+
+    MODEL_NAME: ModelName | str = Field(
+        default=ModelName.CLAUDE_HAIKU_4_5, description="Model name to be used to transform a diff into metadata."
+    )
+    FALLBACK_MODEL_NAME: ModelName | str = Field(
+        default=ModelName.GPT_4_1_MINI, description="Fallback model name to be used when the primary model fails."
+    )
+
+
+settings = DiffToMetadataSettings()
diff --git a/daiv/automation/agent/diff_to_metadata/graph.py b/daiv/automation/agent/diff_to_metadata/graph.py
new file mode 100644
index 00000000..925b4f69
--- /dev/null
+++ b/daiv/automation/agent/diff_to_metadata/graph.py
@@ -0,0 +1,160 @@
+from __future__ import annotations
+
+from pathlib import Path
+from typing import TYPE_CHECKING, Any, cast
+
+from django.utils import timezone
+
+from deepagents.backends import FilesystemBackend
+from deepagents.graph import create_agent
+from deepagents.middleware.memory import MemoryMiddleware
+from langchain.agents.middleware import ModelFallbackMiddleware, dynamic_prompt
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.runnables import RunnableLambda, RunnableParallel
+from prompt_toolkit import HTML, PromptSession
+
+from automation.agent import BaseAgent
+from automation.agent.constants import AGENTS_MEMORY_PATH, ModelName
+from automation.agent.middlewares.prompt_cache import AnthropicPromptCachingMiddleware
+from codebase.base import Scope
+from codebase.context import RuntimeCtx, set_runtime_ctx
+from codebase.utils import redact_diff_content
+
+from .conf import settings
+from .prompts import human_commit_message, human_pr_metadata, system
+from .schemas import CommitMetadata, PullRequestMetadata
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+    from langchain.agents.middleware.types import ModelRequest
+    from langchain_core.runnables import Runnable
+
+
+@dynamic_prompt
+def dynamic_system_prompt(request: ModelRequest) -> str:
+    """
+    Dynamic system prompt for the changes metadata agent.
+    """
+    system_prompt = ""
+    if request.system_prompt:
+        system_prompt = request.system_prompt + "\n\n"
+    return system_prompt + cast("str", system.format(current_date_time=timezone.now().strftime("%d %B, %Y")).content)
+
+
+def output_selector(x: dict[str, Any]) -> dict[str, PullRequestMetadata | CommitMetadata]:
+    output: dict[str, PullRequestMetadata | CommitMetadata] = {}
+    if "pr_metadata" in x:
+        output["pr_metadata"] = x["pr_metadata"]["structured_response"]
+    if "commit_message" in x:
+        output["commit_message"] = x["commit_message"]["structured_response"]
+    return output
+
+
+def create_changes_metadata_graph(
+    model_names: Sequence[ModelName | str] = (settings.MODEL_NAME, settings.FALLBACK_MODEL_NAME),
+    *,
+    ctx: RuntimeCtx,
+    include_pr_metadata: bool = True,
+    include_commit_message: bool = True,
+) -> Runnable:
+    """
+    Create a graph to describe changes to feed into a pull request and optionally a commit message.
+
+    Args:
+        model: The model to use for the agent.
+        ctx: The runtime context.
+
+    Returns:
+        The PR metadata graph.
+    """
+    assert include_pr_metadata or include_commit_message, (
+        "At least one of include_pr_metadata or include_commit_message must be True"
+    )
+
+    agent_path = Path(ctx.repo.working_dir)
+
+    backend = FilesystemBackend(root_dir=agent_path.parent, virtual_mode=True)
+
+    model = BaseAgent.get_model(model=model_names[0])
+    fallback_models = [BaseAgent.get_model(model=model_name) for model_name in model_names[1:]]
+
+    middleware = [
+        MemoryMiddleware(
+            backend=backend,
+            sources=[f"/{agent_path.name}/{ctx.config.context_file_name}", f"/{agent_path.name}/{AGENTS_MEMORY_PATH}"],
+        ),
+        AnthropicPromptCachingMiddleware(),
+        dynamic_system_prompt,
+    ]
+
+    if fallback_models:
+        middleware.append(ModelFallbackMiddleware(fallback_models[0], *fallback_models[1:]))
+
+    graphs: dict[str, Runnable] = {}
+
+    if include_pr_metadata:
+        graphs["pr_metadata"] = (
+            ChatPromptTemplate.from_messages([human_pr_metadata]).partial(extra_context="")
+            | create_agent(
+                model=model,
+                tools=[],  # No tools are needed for this agent, it only uses the memory and the system prompt
+                middleware=middleware,
+                response_format=PullRequestMetadata,
+                context_schema=RuntimeCtx,
+            )
+        ).with_config(run_name="PR Metadata Agent")
+
+    if include_commit_message:
+        graphs["commit_message"] = (
+            ChatPromptTemplate.from_messages([human_commit_message])
+            | create_agent(
+                model=model,
+                tools=[],  # No tools are needed for this agent, it only uses the memory and the system prompt
+                middleware=middleware,
+                response_format=CommitMetadata,
+                context_schema=RuntimeCtx,
+            )
+        ).with_config(run_name="Commit Message Agent")
+
+    run_name = "Changes Metadata Generator"
+    return (RunnableParallel(graphs) | RunnableLambda(output_selector)).with_config(
+        run_name=run_name,
+        tags=[run_name],
+        metadata={"include_pr_metadata": include_pr_metadata, "include_commit_message": include_commit_message},
+    )
+
+
+async def main():
+    session = PromptSession(
+        message=HTML('<style fg="#ffffff">></style> '),
+        complete_while_typing=True,  # Show completions as you type
+        complete_in_thread=True,  # Async completion prevents menu freezing
+        mouse_support=False,
+        enable_open_in_editor=True,  # Allow Ctrl+X Ctrl+E to open external editor
+        enable_history_search=True,
+        wrap_lines=True,
+        reserve_space_for_menu=7,  # Reserve space for completion menu to show 5-6 results
+    )
+    async with set_runtime_ctx(repo_id="srtab/daiv", scope=Scope.GLOBAL, ref="main") as ctx:
+        pr_metadata_graph = create_changes_metadata_graph(ctx=ctx, model_names=[ModelName.CLAUDE_HAIKU_4_5])
+        while True:
+            user_input = await session.prompt_async()
+            output = await pr_metadata_graph.ainvoke(
+                {"diff": redact_diff_content(user_input, ctx.config.omit_content_patterns)},
+                context=ctx,
+                config={"configurable": {"thread_id": "1"}},
+            )
+            if output and "pr_metadata" in output:
+                print(output["pr_metadata"].model_dump_json(indent=2))  # noqa: T201
+            if output and "commit_message" in output:
+                print(output["commit_message"].model_dump_json(indent=2))  # noqa: T201
+
+
+if __name__ == "__main__":
+    import asyncio
+
+    import django
+
+    django.setup()
+    asyncio.run(main())
diff --git a/daiv/automation/agent/pr_describer/prompts.py b/daiv/automation/agent/diff_to_metadata/prompts.py
similarity index 75%
rename from daiv/automation/agent/pr_describer/prompts.py
rename to daiv/automation/agent/diff_to_metadata/prompts.py
index c9c41562..177fb4f3 100644
--- a/daiv/automation/agent/pr_describer/prompts.py
+++ b/daiv/automation/agent/diff_to_metadata/prompts.py
@@ -16,13 +16,12 @@
    - Use a sensible default:
      - branch: <type>/<short-kebab-summary> where type ∈ {feat, fix, chore, docs, refactor, test}
      - commit_message: Conventional Commits style "<type>: <short summary>" (subject only)
-5) Output MUST match the requested structured format exactly (no extra keys).
-""",
+5) Output MUST match the requested structured format exactly (no extra keys).""",
     "mustache",
 )
 
-human = HumanMessagePromptTemplate.from_template(
-    """Generate PR metadata from the repo instructions and code changes.
+human_pr_metadata = HumanMessagePromptTemplate.from_template(
+    """Generate PR metadata from the memory and code changes.
 
 Diff hunks (unified diff; may include multiple files):
 ~~~diff
@@ -56,7 +55,26 @@
 - branch:
   - If memory defines a naming convention, follow it.
   - Otherwise use: "<type>/<kebab-case-summary>".
-  - Keep it lowercase, ascii, no spaces, avoid > 50 chars.
-""",
+  - Keep it lowercase, ascii, no spaces, avoid > 50 chars.""",
+    "mustache",
+)
+
+
+human_commit_message = HumanMessagePromptTemplate.from_template(
+    """Generate a commit message from the memory and code changes.
+
+Diff hunks (unified diff; may include multiple files):
+~~~diff
+{{diff}}
+~~~
+
+Output requirements:
+- Return a single JSON object with EXACTLY this key:
+  - commit_message
+
+Field rules:
+- commit_message:
+  - If memory defines a format, follow it.
+  - Otherwise use: "<type>: <summary>" (Conventional Commits), single line.""",
     "mustache",
 )
diff --git a/daiv/automation/agent/pr_describer/schemas.py b/daiv/automation/agent/diff_to_metadata/schemas.py
similarity index 63%
rename from daiv/automation/agent/pr_describer/schemas.py
rename to daiv/automation/agent/diff_to_metadata/schemas.py
index 051b46e8..05fcf246 100644
--- a/daiv/automation/agent/pr_describer/schemas.py
+++ b/daiv/automation/agent/diff_to_metadata/schemas.py
@@ -3,8 +3,11 @@
 from pydantic import BaseModel, Field
 
 
+class CommitMetadata(BaseModel):
+    commit_message: str
+
+
 class PullRequestMetadata(BaseModel):
-    title: str = Field()
+    title: str
     branch: str = Field(pattern=r"[a-z0-9-_/]")
-    description: str = Field()
-    commit_message: str = Field()
+    description: str
diff --git a/daiv/automation/agent/graph.py b/daiv/automation/agent/graph.py
index 75ba288b..f48fdf22 100644
--- a/daiv/automation/agent/graph.py
+++ b/daiv/automation/agent/graph.py
@@ -1,6 +1,6 @@
 import asyncio
 from pathlib import Path
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, cast
 
 from django.conf import django
 from django.utils import timezone
@@ -48,6 +48,8 @@
 from core.constants import BOT_NAME
 
 if TYPE_CHECKING:
+    from collections.abc import Sequence
+
     from langgraph.checkpoint.base import BaseCheckpointSaver
     from langgraph.store.base import BaseStore
 
@@ -106,11 +108,11 @@ def dynamic_write_todos_system_prompt(bash_tool_enabled: bool) -> str:
     """
     Dynamic prompt for the write todos system.
     """
-    return WRITE_TODOS_SYSTEM_PROMPT.format(bash_tool_enabled=bash_tool_enabled).content
+    return cast("str", WRITE_TODOS_SYSTEM_PROMPT.format(bash_tool_enabled=bash_tool_enabled).content)
 
 
 async def create_daiv_agent(
-    model_names: list[ModelName | str] = (settings.MODEL_NAME, settings.FALLBACK_MODEL_NAME),
+    model_names: Sequence[ModelName | str] = (settings.MODEL_NAME, settings.FALLBACK_MODEL_NAME),
     thinking_level: ThinkingLevel | None = settings.THINKING_LEVEL,
     *,
     ctx: RuntimeCtx,
@@ -118,7 +120,6 @@ async def create_daiv_agent(
     checkpointer: BaseCheckpointSaver | None = None,
     store: BaseStore | None = None,
     debug: bool = False,
-    cache: bool = False,
     offline: bool = False,
 ):
     """
@@ -132,7 +133,6 @@ async def create_daiv_agent(
         checkpointer: The checkpointer to use for the agent.
         store: The store to use for the agent.
         debug: Whether to enable debug mode for the agent.
-        cache: Whether to enable cache for the agent.
         offline: Whether to enable offline mode for the agent.
 
     Returns:
@@ -223,7 +223,6 @@ async def create_daiv_agent(
         store=store,
         debug=debug,
         name="DAIV Agent",
-        cache=cache,
     ).with_config({"recursion_limit": settings.RECURSION_LIMIT})
 
 
diff --git a/daiv/automation/agent/pr_describer/conf.py b/daiv/automation/agent/pr_describer/conf.py
deleted file mode 100644
index 18af60a1..00000000
--- a/daiv/automation/agent/pr_describer/conf.py
+++ /dev/null
@@ -1,15 +0,0 @@
-from pydantic import Field
-from pydantic_settings import BaseSettings, SettingsConfigDict
-
-from automation.agent.constants import ModelName
-
-
-class PRDescriberSettings(BaseSettings):
-    model_config = SettingsConfigDict(env_prefix="PR_DESCRIBER_", env_parse_none_str="None")
-
-    MODEL_NAME: ModelName | str = Field(
-        default=ModelName.CLAUDE_HAIKU_4_5, description="Model name to be used for PR describer."
-    )
-
-
-settings = PRDescriberSettings()
diff --git a/daiv/automation/agent/pr_describer/graph.py b/daiv/automation/agent/pr_describer/graph.py
deleted file mode 100644
index b4bb0f46..00000000
--- a/daiv/automation/agent/pr_describer/graph.py
+++ /dev/null
@@ -1,71 +0,0 @@
-from __future__ import annotations
-
-from pathlib import Path
-from typing import TYPE_CHECKING, cast
-
-from django.utils import timezone
-
-from deepagents.backends import FilesystemBackend
-from deepagents.graph import create_agent
-from deepagents.middleware.memory import MemoryMiddleware
-from langchain.agents.middleware import dynamic_prompt
-from langchain_core.prompts import ChatPromptTemplate
-
-from automation.agent import BaseAgent
-from automation.agent.constants import AGENTS_MEMORY_PATH
-from automation.agent.middlewares.prompt_cache import AnthropicPromptCachingMiddleware
-from codebase.context import RuntimeCtx
-
-from .prompts import human, system
-from .schemas import PullRequestMetadata
-
-if TYPE_CHECKING:
-    from langchain.agents.middleware.types import ModelRequest
-    from langchain_core.runnables import Runnable
-
-    from automation.agent.constants import ModelName
-
-
-@dynamic_prompt
-def dynamic_pr_describer_system_prompt(request: ModelRequest) -> str:
-    """
-    Dynamic system prompt for the PR describer agent.
-    """
-    system_prompt = ""
-    if request.system_prompt:
-        system_prompt = request.system_prompt + "\n\n"
-    return system_prompt + cast("str", system.format(current_date_time=timezone.now().strftime("%d %B, %Y")).content)
-
-
-def create_pr_describer_agent(model: ModelName | str, *, ctx: RuntimeCtx) -> Runnable:
-    """
-    Create the PR describer agent.
-
-    Args:
-        model: The model to use for the agent.
-        ctx: The runtime context.
-
-    Returns:
-        The PR describer agent.
-    """
-    agent_path = Path(ctx.repo.working_dir)
-    backend = FilesystemBackend(root_dir=agent_path.parent, virtual_mode=True)
-
-    return ChatPromptTemplate.from_messages([human]).partial(extra_context="") | create_agent(
-        model=BaseAgent.get_model(model=model),
-        tools=[],  # No tools are needed for this agent, it only uses the memory and the system prompt
-        middleware=[
-            MemoryMiddleware(
-                backend=backend,
-                sources=[
-                    f"/{agent_path.name}/{ctx.config.context_file_name}",
-                    f"/{agent_path.name}/{AGENTS_MEMORY_PATH}",
-                ],
-            ),
-            AnthropicPromptCachingMiddleware(),
-            dynamic_pr_describer_system_prompt,
-        ],
-        response_format=PullRequestMetadata,
-        context_schema=RuntimeCtx,
-        name="PR Describer Agent",
-    )
diff --git a/daiv/automation/agent/publishers.py b/daiv/automation/agent/publishers.py
index 143fc1ce..4cc2ad89 100644
--- a/daiv/automation/agent/publishers.py
+++ b/daiv/automation/agent/publishers.py
@@ -12,12 +12,11 @@
 from codebase.utils import GitManager, redact_diff_content
 from core.constants import BOT_LABEL, BOT_NAME
 
-from .pr_describer.graph import create_pr_describer_agent
+from .diff_to_metadata.graph import create_changes_metadata_graph
 
 if TYPE_CHECKING:
     from codebase.context import RuntimeCtx
 
-    from .pr_describer.schemas import PullRequestMetadata
 
 logger = logging.getLogger("daiv.tools")
 
@@ -73,11 +72,11 @@ async def publish(
             logger.info("No changes to publish.")
             return None
 
-        pr_metadata = await self._get_mr_metadata(git_manager.get_diff())
+        changes_metadata = await self._get_mr_metadata(git_manager.get_diff())
 
         unique_branch_name = git_manager.commit_and_push_changes(
-            pr_metadata.commit_message,
-            branch_name=branch_name or pr_metadata.branch,
+            changes_metadata["commit_message"],
+            branch_name=branch_name or changes_metadata["pr_metadata"].branch,
             skip_ci=skip_ci,
             use_branch_if_exists=bool(branch_name),
         )
@@ -85,7 +84,10 @@ async def publish(
         logger.info("Published changes to branch: '%s' [skip_ci: %s]", unique_branch_name, skip_ci)
 
         merge_request = self._update_or_create_merge_request(
-            unique_branch_name, pr_metadata.title, pr_metadata.description, as_draft=as_draft
+            unique_branch_name,
+            changes_metadata["pr_metadata"].title,
+            changes_metadata["pr_metadata"].description,
+            as_draft=as_draft,
         )
 
         if merge_request_id:
@@ -103,7 +105,7 @@ async def publish(
 
         return {"branch_name": unique_branch_name, "merge_request_id": merge_request.merge_request_id}
 
-    async def _get_mr_metadata(self, diff: str) -> PullRequestMetadata:
+    async def _get_mr_metadata(self, diff: str) -> dict[str, Any]:
         """
         Get the PR metadata from the diff.
 
@@ -112,9 +114,9 @@ async def _get_mr_metadata(self, diff: str) -> PullRequestMetadata:
             diff: The diff of the changes.
 
         Returns:
-            The pull request metadata.
+            The pull request metadata and commit message.
         """
-        pr_describer = create_pr_describer_agent(model=self.ctx.config.models.pr_describer.model, ctx=self.ctx)
+        changes_metadata_graph = create_changes_metadata_graph(ctx=self.ctx)
 
         extra_context = ""
         if self.ctx.scope == Scope.ISSUE:
@@ -128,15 +130,15 @@ async def _get_mr_metadata(self, diff: str) -> PullRequestMetadata:
                 """
             ).format(issue=self.ctx.issue)
 
-        result = await pr_describer.ainvoke(
+        result = await changes_metadata_graph.ainvoke(
             {"diff": redact_diff_content(diff, self.ctx.config.omit_content_patterns), "extra_context": extra_context},
             config={
-                "tags": [pr_describer.get_name(), self.ctx.git_platform.value],
+                "tags": [self.ctx.git_platform.value],
                 "metadata": {"scope": self.ctx.scope, "repo_id": self.ctx.repo_id},
             },
         )
-        if result and "structured_response" in result:
-            return result["structured_response"]
+        if result and ("pr_metadata" in result or "commit_message" in result):
+            return result
 
         raise ValueError("Failed to get PR metadata from the diff.")
 
diff --git a/daiv/automation/checks.py b/daiv/automation/checks.py
index 2a2aab54..b3f86847 100644
--- a/daiv/automation/checks.py
+++ b/daiv/automation/checks.py
@@ -2,13 +2,14 @@
 
 from .agent.base import BaseAgent, ModelProvider
 from .agent.conf import settings as agent_settings
-from .agent.pr_describer.conf import settings as pr_describer_settings
+from .agent.diff_to_metadata.conf import settings as diff_to_metadata_settings
 from .conf import settings
 
 declared_model_names = {
     agent_settings.MODEL_NAME,
     agent_settings.FALLBACK_MODEL_NAME,
-    pr_describer_settings.MODEL_NAME,
+    diff_to_metadata_settings.MODEL_NAME,
+    diff_to_metadata_settings.FALLBACK_MODEL_NAME,
     settings.WEB_FETCH_MODEL_NAME,
 }
 
diff --git a/daiv/codebase/repo_config.py b/daiv/codebase/repo_config.py
index 4464e876..6399b6a3 100644
--- a/daiv/codebase/repo_config.py
+++ b/daiv/codebase/repo_config.py
@@ -13,7 +13,7 @@
 from automation.agent.base import ThinkingLevel  # noqa: TC001
 from automation.agent.conf import settings as deepagent_settings
 from automation.agent.constants import ModelName  # noqa: TC001
-from automation.agent.pr_describer.conf import settings as pr_describer_settings
+from automation.agent.diff_to_metadata.conf import settings as diff_to_metadata_settings
 from core.conf import settings as core_settings
 
 if TYPE_CHECKING:
@@ -112,14 +112,24 @@ class AgentModelConfig(BaseModel):
     )
 
 
-class PRDescriberModelConfig(BaseModel):
+class DiffToMetadataModelConfig(BaseModel):
     """
-    Model configuration for the PR describer agent.
+    Model configuration for the diff to metadata agent.
     """
 
     model: ModelName | str = Field(
-        default=pr_describer_settings.MODEL_NAME,
-        description="Model name for PR description. Overrides PR_DESCRIBER_MODEL_NAME environment variable.",
+        default=diff_to_metadata_settings.MODEL_NAME,
+        description=(
+            "Model name to transform a diff into metadata for a pull request/commit message. "
+            "Overrides DIFF_TO_METADATA_MODEL_NAME environment variable."
+        ),
+    )
+    fallback_model: ModelName | str = Field(
+        default=diff_to_metadata_settings.FALLBACK_MODEL_NAME,
+        description=(
+            "Fallback model name for diff to metadata. "
+            "Overrides DIFF_TO_METADATA_FALLBACK_MODEL_NAME environment variable."
+        ),
     )
 
 
@@ -129,8 +139,8 @@ class Models(BaseModel):
     """
 
     agent: AgentModelConfig = Field(default_factory=AgentModelConfig, description="Configuration for the DAIV agent.")
-    pr_describer: PRDescriberModelConfig = Field(
-        default_factory=PRDescriberModelConfig, description="Configuration for the PR describer agent."
+    diff_to_metadata: DiffToMetadataModelConfig = Field(
+        default_factory=DiffToMetadataModelConfig, description="Configuration for the diff to metadata agent."
     )
 
 
diff --git a/docs/configuration/env-config.md b/docs/configuration/env-config.md
index 52b7622a..7c827d8d 100644
--- a/docs/configuration/env-config.md
+++ b/docs/configuration/env-config.md
@@ -260,20 +260,12 @@ All the default models where chosen to be the most effective models. You can cha
 | `PLAN_AND_EXECUTE_MAX_EXECUTION_MODEL_NAME` | Model for execution tasks when `daiv-max` label is present. | `openrouter:anthropic/claude-opus-4.5` |
 | `PLAN_AND_EXECUTE_MAX_EXECUTION_THINKING_LEVEL` | Thinking level for execution tasks when `daiv-max` label is present. | `high` |
 
-### Review Addressor
-
-| Variable | Description | Default |
-|----------------------------------------|----------------------------------------------------------|--------------------|
-| `REVIEW_ADDRESSOR_REVIEW_COMMENT_MODEL_NAME` | Model for review assessment. | `openrouter:openai/gpt-4.1-mini` |
-| `REVIEW_ADDRESSOR_REPLY_MODEL_NAME` | Model for reply to comments/questions. | `openrouter:anthropic/claude-haiku-4.5` |
-| `REVIEW_ADDRESSOR_REPLY_TEMPERATURE` | Temperature for the reply model. | `0.2` |
-| `REVIEW_ADDRESSOR_RECURSION_LIMIT` | Recursion limit for the agent to address all the review comments in a single run. | `100` |
-
-### Pull Request Describer
+### Diff to Metadata
 
 | Variable | Description | Default |
 |-------------------------------|----------------------------------------------|------------------------|
-| `PR_DESCRIBER_MODEL_NAME` | Model for PR describer. | `openrouter:openai/gpt-4.1-mini` |
+| `DIFF_TO_METADATA_MODEL_NAME` | Model for diff to metadata. | `openrouter:anthropic/claude-haiku-4.5` |
+| `DIFF_TO_METADATA_FALLBACK_MODEL_NAME` | Fallback model for diff to metadata. | `openrouter:openai/gpt-4.1-mini` |
 
 ### Codebase Chat
 
diff --git a/docs/configuration/yaml-config.md b/docs/configuration/yaml-config.md
index af3b7564..4772b5cc 100644
--- a/docs/configuration/yaml-config.md
+++ b/docs/configuration/yaml-config.md
@@ -242,20 +242,21 @@ Configure models for the codebase chat agent.
 | `model`       | `str \| null`  | `null`  | Model name for codebase chat. Overrides `CODEBASE_CHAT_MODEL_NAME` environment variable. |
 | `temperature` | `float \| null` | `null`  | Temperature for codebase chat. Overrides `CODEBASE_CHAT_TEMPERATURE` environment variable. |
 
-### PR Describer Agent
+### Diff to Metadata Agent
 
-Configure models for the PR describer agent.
+Configure models for the diff to metadata agent.
 
 | Option            | Type                                                      | Default | Description                                                                 |
 |-------------------|-----------------------------------------------------------|---------|-----------------------------------------------------------------------------|
-| `model`           | `str \| null`                                             | `null`  | Model name for PR description. Overrides `PR_DESCRIBER_MODEL_NAME` environment variable. |
+| `model`           | `str \| null`                                             | `null`  | Model name to transform a diff into metadata for a pull request/commit message. Overrides `DIFF_TO_METADATA_MODEL_NAME` environment variable. |
+| `fallback_model`  | `str \| null`                                             | `null`  | Fallback model name for diff to metadata. Overrides `DIFF_TO_METADATA_FALLBACK_MODEL_NAME` environment variable. |
 
 **Example configuration:**
 ```yaml
 models:
-  pr_describer:
+  diff_to_metadata:
     model: "openrouter:openai/gpt-4.1-mini"
 ```
 
 !!! note
-    The PR describer agent automatically reads your `AGENTS.md` context file to understand branch naming and commit message conventions. See [Branch Naming and Commit Message Conventions](#branch-naming-and-commit-message-conventions) for details.
+    The diff to metadata agent automatically reads your `AGENTS.md` context file to understand branch naming and commit message conventions. See [Branch Naming and Commit Message Conventions](#branch-naming-and-commit-message-conventions) for details.
diff --git a/pyproject.toml b/pyproject.toml
index b444d094..fc385a90 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -182,7 +182,6 @@ DJANGO_SETTINGS_MODULE = "daiv.settings.test"
 DJANGO_SECRET_KEY = "not-so-secret"
 ANTHROPIC_API_KEY = "anthropic-api-key"
 OPENAI_API_KEY = "openai-api-key"
-OPENROUTER_API_KEY = "openrouter-api-key"
 CODEBASE_GITLAB_WEBHOOK_SECRET = "gitlab-webhook-secret"
 NINJA_SKIP_REGISTRY = true
 
diff --git a/tests/conftest.py b/tests/conftest.py
deleted file mode 100644
index c0355935..00000000
--- a/tests/conftest.py
+++ /dev/null
@@ -1,102 +0,0 @@
-from contextlib import contextmanager
-from pathlib import Path
-from tempfile import TemporaryDirectory
-from unittest.mock import AsyncMock, Mock, patch
-
-import pytest
-from pydantic import SecretStr
-
-from codebase.base import GitPlatform, MergeRequest, Repository, User
-from codebase.clients import RepoClient
-from codebase.conf import settings
-
-
-@pytest.fixture(autouse=True)
-def mock_settings():
-    """Fixture to mock the secret token for testing."""
-    with (
-        patch.object(settings, "GITLAB_WEBHOOK_SECRET", SecretStr("test_secret")),
-        patch.object(settings, "GITHUB_WEBHOOK_SECRET", SecretStr("test_secret")),
-        patch.object(settings, "CLIENT", GitPlatform.GITLAB),
-    ):
-        yield settings
-
-
-@pytest.fixture(autouse=True)
-def mock_repo_client():
-    """
-    Global fixture that automatically mocks RepoClient.create_instance for all tests.
-
-    This fixture returns a comprehensive mock that implements all the abstract methods
-    of RepoClient to prevent AttributeError during tests.
-    """
-    with patch.object(RepoClient, "create_instance") as mock_create_instance:
-        # Create a mock that implements the RepoClient interface
-        mock_client = Mock(spec=RepoClient)
-
-        # Set up commonly used properties and methods with reasonable defaults
-        mock_client.current_user = User(id=1, username="test-user", name="Test User")
-        mock_client.codebase_url = "https://test-repo.com"
-        mock_client.git_platform = GitPlatform.GITLAB
-
-        # Mock basic repository operations
-        mock_client.get_repository.return_value = Repository(
-            pk=1,
-            slug="test/test-repo",
-            name="test-repo",
-            default_branch="main",
-            git_platform=GitPlatform.GITLAB,
-            clone_url="https://test-repo.com",
-        )
-        mock_client.list_repositories.return_value = []
-        mock_client.get_repository_file.return_value = None
-        mock_client.get_project_uploaded_file = AsyncMock(return_value=b"image content")
-        mock_client.repository_branch_exists.return_value = True
-
-        # Mock repository modification operations
-        mock_client.set_repository_webhooks.return_value = True
-
-        # Mock issue operations
-        mock_client.get_issue.return_value = Mock()
-        mock_client.create_issue_comment.return_value = None
-        mock_client.update_issue_comment.return_value = None
-        mock_client.create_issue_emoji.return_value = None
-        mock_client.get_issue_comment.return_value = Mock()
-        mock_client.get_issue_related_merge_requests.return_value = []
-
-        # Mock merge request operations
-        merge_request = MergeRequest(
-            repo_id="test/test-repo",
-            merge_request_id=1,
-            source_branch="feature/test",
-            target_branch="main",
-            title="Test merge request",
-            description="Test merge request description",
-            labels=["daiv"],
-            web_url="https://test-repo.com/merge_requests/1",
-            sha="testsha",
-            author=mock_client.current_user,
-        )
-        mock_client.update_or_create_merge_request.return_value = merge_request
-        mock_client.get_merge_request.return_value = merge_request
-        mock_client.get_merge_request_latest_pipelines.return_value = []
-        mock_client.get_merge_request_review_comments.return_value = []
-        mock_client.get_merge_request_comments.return_value = []
-        mock_client.get_merge_request_comment.return_value = Mock()
-        mock_client.create_merge_request_comment.return_value = None
-        mock_client.create_merge_request_note_emoji.return_value = None
-        mock_client.mark_merge_request_comment_as_resolved.return_value = None
-        mock_client.job_log_trace.return_value = "trace"
-
-        # Mock load_repo to return a temporary directory context manager
-        @contextmanager
-        def mock_load_repo(repo_id: str, sha: str):
-            with TemporaryDirectory() as temp_dir:
-                yield Path(temp_dir)
-
-        mock_client.load_repo = mock_load_repo
-
-        # Set up the create_instance mock to return our comprehensive mock
-        mock_create_instance.return_value = mock_client
-
-        yield mock_client
diff --git a/tests/integration_tests/__init__.py b/tests/integration_tests/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/evals/data/pr_describer/cases.jsonl b/tests/integration_tests/data/diff_to_metadata/cases.jsonl
similarity index 100%
rename from evals/data/pr_describer/cases.jsonl
rename to tests/integration_tests/data/diff_to_metadata/cases.jsonl
diff --git a/evals/data/pr_describer/context_files/005-AGENTS.md b/tests/integration_tests/data/diff_to_metadata/context_files/005-AGENTS.md
similarity index 100%
rename from evals/data/pr_describer/context_files/005-AGENTS.md
rename to tests/integration_tests/data/diff_to_metadata/context_files/005-AGENTS.md
diff --git a/evals/data/pr_describer/context_files/006-AGENTS.md b/tests/integration_tests/data/diff_to_metadata/context_files/006-AGENTS.md
similarity index 100%
rename from evals/data/pr_describer/context_files/006-AGENTS.md
rename to tests/integration_tests/data/diff_to_metadata/context_files/006-AGENTS.md
diff --git a/evals/data/pr_describer/diffs/001-feat-health.diff b/tests/integration_tests/data/diff_to_metadata/diffs/001-feat-health.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/001-feat-health.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/001-feat-health.diff
diff --git a/evals/data/pr_describer/diffs/002-fix-parse-number.diff b/tests/integration_tests/data/diff_to_metadata/diffs/002-fix-parse-number.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/002-fix-parse-number.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/002-fix-parse-number.diff
diff --git a/evals/data/pr_describer/diffs/003-refactor-order-service.diff b/tests/integration_tests/data/diff_to_metadata/diffs/003-refactor-order-service.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/003-refactor-order-service.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/003-refactor-order-service.diff
diff --git a/evals/data/pr_describer/diffs/004-docs-readme.diff b/tests/integration_tests/data/diff_to_metadata/diffs/004-docs-readme.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/004-docs-readme.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/004-docs-readme.diff
diff --git a/evals/data/pr_describer/diffs/005-fix-email-regex.diff b/tests/integration_tests/data/diff_to_metadata/diffs/005-fix-email-regex.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/005-fix-email-regex.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/005-fix-email-regex.diff
diff --git a/evals/data/pr_describer/diffs/006-fix-date-utc.diff b/tests/integration_tests/data/diff_to_metadata/diffs/006-fix-date-utc.diff
similarity index 100%
rename from evals/data/pr_describer/diffs/006-fix-date-utc.diff
rename to tests/integration_tests/data/diff_to_metadata/diffs/006-fix-date-utc.diff
diff --git a/evals/data/pr_describer/extras/005-context.md b/tests/integration_tests/data/diff_to_metadata/extras/005-context.md
similarity index 100%
rename from evals/data/pr_describer/extras/005-context.md
rename to tests/integration_tests/data/diff_to_metadata/extras/005-context.md
diff --git a/evals/data/pr_describer/extras/006-context.md b/tests/integration_tests/data/diff_to_metadata/extras/006-context.md
similarity index 100%
rename from evals/data/pr_describer/extras/006-context.md
rename to tests/integration_tests/data/diff_to_metadata/extras/006-context.md
diff --git a/evals/evaluators.py b/tests/integration_tests/evaluators.py
similarity index 91%
rename from evals/evaluators.py
rename to tests/integration_tests/evaluators.py
index 337df8aa..a6f47297 100644
--- a/evals/evaluators.py
+++ b/tests/integration_tests/evaluators.py
@@ -7,5 +7,5 @@
 correctness_evaluator = create_llm_as_judge(
     prompt=CORRECTNESS_PROMPT,
     feedback_key="correctness",
-    judge=BaseAgent.get_model(model=ModelName.GPT_5_2_CODEX, thinking_level=ThinkingLevel.HIGH),
+    judge=BaseAgent.get_model(model=ModelName.GPT_5_2_CODEX, thinking_level=ThinkingLevel.MEDIUM),
 )
diff --git a/evals/test_pr_describer.py b/tests/integration_tests/test_diff_to_metadata.py
similarity index 67%
rename from evals/test_pr_describer.py
rename to tests/integration_tests/test_diff_to_metadata.py
index 062b720c..a650f393 100644
--- a/evals/test_pr_describer.py
+++ b/tests/integration_tests/test_diff_to_metadata.py
@@ -4,14 +4,13 @@
 import pytest
 from langsmith import testing as t
 
-from automation.agent.constants import ModelName
-from automation.agent.pr_describer.graph import create_pr_describer_agent
+from automation.agent.diff_to_metadata.graph import create_changes_metadata_graph
 from codebase.base import GitPlatform, Scope
 from codebase.context import set_runtime_ctx
 
 from .evaluators import correctness_evaluator
 
-DATA_DIR = Path(__file__).parent / "data" / "pr_describer"
+DATA_DIR = Path(__file__).parent / "data" / "diff_to_metadata"
 
 
 def _read_text(rel_path: str) -> str:
@@ -41,7 +40,7 @@ def load_cases() -> list[pytest.param]:
 
 @pytest.mark.langsmith(output_keys=["reference_outputs"])
 @pytest.mark.parametrize("inputs,reference_outputs", load_cases())
-async def test_pr_describer(inputs, reference_outputs):
+async def test_diff_to_metadata(inputs, reference_outputs):
     t.log_inputs(inputs)
     t.log_reference_outputs(reference_outputs)
 
@@ -53,16 +52,18 @@ async def test_pr_describer(inputs, reference_outputs):
             (agent_path / ctx.config.context_file_name).write_text(inputs.pop("context_file_content"))
         else:
             (agent_path / ctx.config.context_file_name).unlink()
-        pr_describer = create_pr_describer_agent(model=ModelName.CLAUDE_HAIKU_4_5, ctx=ctx)
-        outputs = await pr_describer.ainvoke(inputs)
+        changes_metadata_graph = create_changes_metadata_graph(ctx=ctx)
+        outputs = await changes_metadata_graph.ainvoke(inputs)
+        outputs = {
+            "pr_metadata": outputs["pr_metadata"].model_dump(mode="json") if "pr_metadata" in outputs else None,
+            "commit_message": outputs["commit_message"].model_dump(mode="json")
+            if "commit_message" in outputs
+            else None,
+        }
 
-    assert "structured_response" in outputs, outputs
+    assert "pr_metadata" in outputs or "commit_message" in outputs, outputs
 
-    t.log_outputs(outputs["structured_response"].model_dump(mode="json"))
+    t.log_outputs(outputs)
 
-    result = correctness_evaluator(
-        inputs=inputs,
-        outputs=outputs["structured_response"].model_dump(mode="json"),
-        reference_outputs=reference_outputs,
-    )
+    result = correctness_evaluator(inputs=inputs, outputs=outputs, reference_outputs=reference_outputs)
     assert result["score"] is True, result["comment"]
diff --git a/tests/unit_tests/codebase/test_config.py b/tests/unit_tests/codebase/test_config.py
index b1c1e213..fa58b4d7 100644
--- a/tests/unit_tests/codebase/test_config.py
+++ b/tests/unit_tests/codebase/test_config.py
@@ -118,7 +118,7 @@ def test_get_config_with_models_section(self, mock_cache, mock_repo_client):
           agent:
             model: "openrouter:anthropic/claude-haiku-4.5"
             thinking_level: "low"
-          pr_describer:
+          diff_to_metadata:
             model: "openrouter:openai/gpt-4.1-mini"
         """
 
@@ -126,7 +126,7 @@ def test_get_config_with_models_section(self, mock_cache, mock_repo_client):
 
         assert config.models.agent.model == "openrouter:anthropic/claude-haiku-4.5"
         assert config.models.agent.thinking_level == "low"
-        assert config.models.pr_describer.model == "openrouter:openai/gpt-4.1-mini"
+        assert config.models.diff_to_metadata.model == "openrouter:openai/gpt-4.1-mini"
 
     @patch("codebase.repo_config.cache")
     def test_get_config_with_partial_models_section(self, mock_cache, mock_repo_client):

From d57421f4b8254223aa41e07b18f5514d393f8b96 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Wed, 11 Feb 2026 23:04:25 +0000
Subject: [PATCH 12/16] Improved draft behavior.

---
 .../agent/diff_to_metadata/graph.py           |  41 ++++---
 .../agent/diff_to_metadata/prompts.py         |   4 +-
 daiv/automation/agent/graph.py                |   2 +-
 daiv/automation/agent/middlewares/git.py      |  48 +++-----
 daiv/automation/agent/publishers.py           |  91 +++++++++------
 daiv/codebase/clients/base.py                 |  13 +++
 daiv/codebase/clients/github/client.py        |  67 ++++++++++-
 daiv/codebase/clients/gitlab/client.py        | 108 ++++++++++++------
 daiv/codebase/clients/swe.py                  |  16 ++-
 daiv/codebase/managers/issue_addressor.py     |  39 ++++---
 daiv/codebase/managers/review_addressor.py    |  25 ++--
 .../codebase/unable_address_issue.txt         |   2 +-
 .../codebase/unable_address_review.txt        |   2 +-
 daiv/codebase/utils.py                        |   4 +-
 docker/local/app/config.env                   |   2 +-
 tests/unit_tests/codebase/clients/test_swe.py |   1 +
 tests/unit_tests/conftest.py                  |   1 +
 17 files changed, 301 insertions(+), 165 deletions(-)

diff --git a/daiv/automation/agent/diff_to_metadata/graph.py b/daiv/automation/agent/diff_to_metadata/graph.py
index 925b4f69..c1ca8ecc 100644
--- a/daiv/automation/agent/diff_to_metadata/graph.py
+++ b/daiv/automation/agent/diff_to_metadata/graph.py
@@ -42,16 +42,7 @@ def dynamic_system_prompt(request: ModelRequest) -> str:
     return system_prompt + cast("str", system.format(current_date_time=timezone.now().strftime("%d %B, %Y")).content)
 
 
-def output_selector(x: dict[str, Any]) -> dict[str, PullRequestMetadata | CommitMetadata]:
-    output: dict[str, PullRequestMetadata | CommitMetadata] = {}
-    if "pr_metadata" in x:
-        output["pr_metadata"] = x["pr_metadata"]["structured_response"]
-    if "commit_message" in x:
-        output["commit_message"] = x["commit_message"]["structured_response"]
-    return output
-
-
-def create_changes_metadata_graph(
+def create_diff_to_metadata_graph(
     model_names: Sequence[ModelName | str] = (settings.MODEL_NAME, settings.FALLBACK_MODEL_NAME),
     *,
     ctx: RuntimeCtx,
@@ -103,7 +94,7 @@ def create_changes_metadata_graph(
                 response_format=PullRequestMetadata,
                 context_schema=RuntimeCtx,
             )
-        ).with_config(run_name="PR Metadata Agent")
+        ).with_config(run_name="PRMetadata")
 
     if include_commit_message:
         graphs["commit_message"] = (
@@ -115,10 +106,26 @@ def create_changes_metadata_graph(
                 response_format=CommitMetadata,
                 context_schema=RuntimeCtx,
             )
-        ).with_config(run_name="Commit Message Agent")
-
-    run_name = "Changes Metadata Generator"
-    return (RunnableParallel(graphs) | RunnableLambda(output_selector)).with_config(
+        ).with_config(run_name="CommitMessage")
+
+    def _input_selector(x: dict[str, Any]) -> dict[str, str]:
+        input_data = {}
+        if include_pr_metadata:
+            input_data["pr_metadata_diff"] = x.get("pr_metadata_diff", x.get("diff", ""))
+        if include_commit_message:
+            input_data["commit_message_diff"] = x.get("commit_message_diff", x.get("diff", ""))
+        return input_data
+
+    def _output_selector(x: dict[str, Any]) -> dict[str, PullRequestMetadata | CommitMetadata]:
+        output: dict[str, PullRequestMetadata | CommitMetadata] = {}
+        if include_pr_metadata and "pr_metadata" in x:
+            output["pr_metadata"] = x["pr_metadata"]["structured_response"]
+        if include_commit_message and "commit_message" in x:
+            output["commit_message"] = x["commit_message"]["structured_response"]
+        return output
+
+    run_name = "DiffToMetadata"
+    return (RunnableLambda(_input_selector) | RunnableParallel(graphs) | RunnableLambda(_output_selector)).with_config(
         run_name=run_name,
         tags=[run_name],
         metadata={"include_pr_metadata": include_pr_metadata, "include_commit_message": include_commit_message},
@@ -137,10 +144,10 @@ async def main():
         reserve_space_for_menu=7,  # Reserve space for completion menu to show 5-6 results
     )
     async with set_runtime_ctx(repo_id="srtab/daiv", scope=Scope.GLOBAL, ref="main") as ctx:
-        pr_metadata_graph = create_changes_metadata_graph(ctx=ctx, model_names=[ModelName.CLAUDE_HAIKU_4_5])
+        diff_to_metadata_graph = create_diff_to_metadata_graph(ctx=ctx, model_names=[ModelName.CLAUDE_HAIKU_4_5])
         while True:
             user_input = await session.prompt_async()
-            output = await pr_metadata_graph.ainvoke(
+            output = await diff_to_metadata_graph.ainvoke(
                 {"diff": redact_diff_content(user_input, ctx.config.omit_content_patterns)},
                 context=ctx,
                 config={"configurable": {"thread_id": "1"}},
diff --git a/daiv/automation/agent/diff_to_metadata/prompts.py b/daiv/automation/agent/diff_to_metadata/prompts.py
index 177fb4f3..45e4a841 100644
--- a/daiv/automation/agent/diff_to_metadata/prompts.py
+++ b/daiv/automation/agent/diff_to_metadata/prompts.py
@@ -25,7 +25,7 @@
 
 Diff hunks (unified diff; may include multiple files):
 ~~~diff
-{{diff}}
+{{pr_metadata_diff}}
 ~~~
 
 {{#extra_context}}
@@ -65,7 +65,7 @@
 
 Diff hunks (unified diff; may include multiple files):
 ~~~diff
-{{diff}}
+{{commit_message_diff}}
 ~~~
 
 Output requirements:
diff --git a/daiv/automation/agent/graph.py b/daiv/automation/agent/graph.py
index f48fdf22..40515736 100644
--- a/daiv/automation/agent/graph.py
+++ b/daiv/automation/agent/graph.py
@@ -239,7 +239,7 @@ async def main():
     )
     async with set_runtime_ctx(repo_id="srtab/daiv", scope=Scope.GLOBAL, ref="main") as ctx:
         agent = await create_daiv_agent(
-            ctx=ctx, model_names=[ModelName.MOONSHOTAI_KIMI_K2_5], store=InMemoryStore(), checkpointer=InMemorySaver()
+            ctx=ctx, model_names=["openrouter:z-ai/glm-5"], store=InMemoryStore(), checkpointer=InMemorySaver()
         )
         while True:
             user_input = await session.prompt_async()
diff --git a/daiv/automation/agent/middlewares/git.py b/daiv/automation/agent/middlewares/git.py
index 8b720155..f1ca76c4 100644
--- a/daiv/automation/agent/middlewares/git.py
+++ b/daiv/automation/agent/middlewares/git.py
@@ -1,15 +1,16 @@
 from __future__ import annotations
 
 import logging
-from typing import TYPE_CHECKING, Any, cast
+from typing import TYPE_CHECKING, Annotated, Any, cast
 
 from langchain.agents import AgentState
 from langchain.agents.middleware import AgentMiddleware, ModelRequest, ModelResponse
+from langchain.agents.middleware.types import PrivateStateAttr
 from langchain_core.prompts import SystemMessagePromptTemplate
 from langsmith import get_current_run_tree
 
 from automation.agent.publishers import GitChangePublisher
-from codebase.base import Scope
+from codebase.base import MergeRequest, Scope
 from codebase.context import RuntimeCtx  # noqa: TC001
 from codebase.utils import GitManager
 
@@ -52,14 +53,9 @@ class GitState(AgentState):
     State for the git middleware.
     """
 
-    branch_name: str
+    merge_request: Annotated[MergeRequest | None, PrivateStateAttr]
     """
-    The branch name used to commit the changes.
-    """
-
-    merge_request_id: int
-    """
-    The merge request ID used to commit the changes.
+    The merge request used to commit the changes.
     """
 
 
@@ -103,32 +99,29 @@ async def abefore_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) ->
         """
         Before the agent starts, set the branch name and merge request ID.
         """
-        branch_name = state.get("branch_name")
-        merge_request_id = state.get("merge_request_id")
+        merge_request = state.get("merge_request")
 
         if runtime.context.scope == Scope.MERGE_REQUEST:
             # In this case, ignore the branch name and merge request ID from the state,
             # and use the source branch and merge request ID from the merge request.
-            branch_name = runtime.context.merge_request.source_branch
-            merge_request_id = runtime.context.merge_request.merge_request_id
+            merge_request = runtime.context.merge_request
 
-        if branch_name and branch_name != runtime.context.repo.active_branch.name:
+        if merge_request and merge_request.source_branch != runtime.context.repo.active_branch.name:
             git_manager = GitManager(runtime.context.repo)
 
-            logger.info("[%s] Checking out to branch '%s'", self.name, branch_name)
+            logger.info("[%s] Checking out to branch '%s'", self.name, merge_request.source_branch)
 
             try:
-                git_manager.checkout(branch_name)
+                git_manager.checkout(merge_request.source_branch)
             except ValueError as e:
                 # The branch does not exist in the repository, so we need to create it.
-                logger.warning("[%s] Failed to checkout to branch '%s': %s", self.name, branch_name, e)
-                branch_name = None
-                merge_request_id = None
+                logger.warning("[%s] Failed to checkout to branch '%s': %s", self.name, merge_request.source_branch, e)
+                merge_request = None
 
-        return {"branch_name": branch_name, "merge_request_id": merge_request_id}
+        return {"merge_request": merge_request}
 
     async def awrap_model_call(
-        self, request: ModelRequest, handler: Callable[[ModelRequest], Awaitable[ModelResponse]]
+        self, request: ModelRequest[RuntimeCtx], handler: Callable[[ModelRequest[RuntimeCtx]], Awaitable[ModelResponse]]
     ) -> ModelResponse:
         """
         Update the system prompt with the git system prompt.
@@ -160,18 +153,13 @@ async def aafter_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) -> d
             return None
 
         publisher = GitChangePublisher(runtime.context)
-        publish_result = await publisher.publish(
-            branch_name=state.get("branch_name"), merge_request_id=state.get("merge_request_id"), skip_ci=self.skip_ci
-        )
+        merge_request = await publisher.publish(merge_request=state.get("merge_request"), skip_ci=self.skip_ci)
 
-        if publish_result:
+        if merge_request:
             if runtime.context.scope == Scope.ISSUE and (rt := get_current_run_tree()):
                 # If an issue resulted in a merge request, we send it to LangSmith for tracking.
-                rt.metadata["merge_request_id"] = publish_result["merge_request_id"]
+                rt.metadata["merge_request_id"] = merge_request.merge_request_id
 
-            return {
-                "branch_name": publish_result["branch_name"],
-                "merge_request_id": publish_result["merge_request_id"],
-            }
+            return {"merge_request": merge_request}
 
         return None
diff --git a/daiv/automation/agent/publishers.py b/daiv/automation/agent/publishers.py
index 4cc2ad89..b4e997b9 100644
--- a/daiv/automation/agent/publishers.py
+++ b/daiv/automation/agent/publishers.py
@@ -12,7 +12,7 @@
 from codebase.utils import GitManager, redact_diff_content
 from core.constants import BOT_LABEL, BOT_NAME
 
-from .diff_to_metadata.graph import create_changes_metadata_graph
+from .diff_to_metadata.graph import create_diff_to_metadata_graph
 
 if TYPE_CHECKING:
     from codebase.context import RuntimeCtx
@@ -31,6 +31,7 @@ def __init__(self, ctx: RuntimeCtx):
         Initialize the publisher.
         """
         self.ctx = ctx
+        self.client = RepoClient.create_instance()
 
     @abstractmethod
     async def publish(self, **kwargs) -> Any:
@@ -45,26 +46,19 @@ class GitChangePublisher(ChangePublisher):
     """
 
     async def publish(
-        self,
-        *,
-        branch_name: str | None = None,
-        merge_request_id: int | None = None,
-        skip_ci: bool = False,
-        as_draft: bool = False,
-        **kwargs,
-    ) -> dict[str, Any] | None:
+        self, *, merge_request: MergeRequest | None = None, skip_ci: bool = False, as_draft: bool = False, **kwargs
+    ) -> MergeRequest | None:
         """
         Save the changes made by the agent to the repository.
 
         Args:
-            branch_name: The branch name to commit and push the changes to. If None, the branch name will be
+            merge_request: The merge request to commit and push the changes to. If None, a new merge request will be
                 generated based on the diff.
-            merge_request_id: The merge request ID. If None, a new merge request will be created.
             skip_ci: Whether to skip the CI.
             as_draft: Whether to create the merge request as a draft if merge request doesn't exist.
 
         Returns:
-            The branch name and merge request ID.
+            The merge request if it was created or updated, otherwise None.
         """
         git_manager = GitManager(self.ctx.repo)
 
@@ -72,55 +66,73 @@ async def publish(
             logger.info("No changes to publish.")
             return None
 
-        changes_metadata = await self._get_mr_metadata(git_manager.get_diff())
+        # Compute full diff metadata when creating a new merge request or updating a draft merge request
+        # to ensure we have the most up-to-date information.
+        pr_metadata_diff = (
+            git_manager.get_diff(f"origin/{self.ctx.config.default_branch}")
+            if merge_request is None or (merge_request.draft and as_draft is False)
+            else None
+        )
+
+        changes_metadata = await self._diff_to_metadata(
+            pr_metadata_diff=pr_metadata_diff, commit_message_diff=git_manager.get_diff()
+        )
 
         unique_branch_name = git_manager.commit_and_push_changes(
-            changes_metadata["commit_message"],
-            branch_name=branch_name or changes_metadata["pr_metadata"].branch,
+            changes_metadata["commit_message"].commit_message,
+            branch_name=(
+                changes_metadata["pr_metadata"].branch if merge_request is None else merge_request.source_branch
+            ),
+            use_branch_if_exists=merge_request is not None,
             skip_ci=skip_ci,
-            use_branch_if_exists=bool(branch_name),
         )
 
         logger.info("Published changes to branch: '%s' [skip_ci: %s]", unique_branch_name, skip_ci)
 
-        merge_request = self._update_or_create_merge_request(
-            unique_branch_name,
-            changes_metadata["pr_metadata"].title,
-            changes_metadata["pr_metadata"].description,
-            as_draft=as_draft,
-        )
-
-        if merge_request_id:
+        if merge_request is None:
+            merge_request = self._create_merge_request(
+                unique_branch_name,
+                changes_metadata["pr_metadata"].title,
+                changes_metadata["pr_metadata"].description,
+                as_draft=as_draft,
+            )
             logger.info(
-                "Updated merge request: %s [merge_request_id: %s]",
+                "Created merge request: %s [merge_request_id: %s, draft: %r]",
                 merge_request.web_url,
                 merge_request.merge_request_id,
+                merge_request.draft,
+            )
+        elif merge_request.draft and as_draft is False:
+            merge_request = self.client.update_merge_request(
+                merge_request.repo_id, merge_request.merge_request_id, as_draft=as_draft
             )
-        else:
             logger.info(
-                "Created merge request: %s [merge_request_id: %s]",
+                "Updated merge request: %s [merge_request_id: %s, draft: %r]",
                 merge_request.web_url,
                 merge_request.merge_request_id,
+                merge_request.draft,
             )
 
-        return {"branch_name": unique_branch_name, "merge_request_id": merge_request.merge_request_id}
+        return merge_request
 
-    async def _get_mr_metadata(self, diff: str) -> dict[str, Any]:
+    async def _diff_to_metadata(self, commit_message_diff: str, pr_metadata_diff: str | None = None) -> dict[str, Any]:
         """
         Get the PR metadata from the diff.
 
         Args:
             ctx: The runtime context.
-            diff: The diff of the changes.
+            commit_message_diff: The diff of the commit message.
+            pr_metadata_diff: The diff of the PR metadata. If None, the PR metadata will not be computed.
 
         Returns:
             The pull request metadata and commit message.
         """
-        changes_metadata_graph = create_changes_metadata_graph(ctx=self.ctx)
 
-        extra_context = ""
+        input_data = {
+            "commit_message_diff": redact_diff_content(commit_message_diff, self.ctx.config.omit_content_patterns)
+        }
         if self.ctx.scope == Scope.ISSUE:
-            extra_context = dedent(
+            input_data["extra_context"] = dedent(
                 """\
                 This changes were made to address the following issue:
 
@@ -130,8 +142,14 @@ async def _get_mr_metadata(self, diff: str) -> dict[str, Any]:
                 """
             ).format(issue=self.ctx.issue)
 
+        if pr_metadata_diff:
+            input_data["pr_metadata_diff"] = redact_diff_content(
+                pr_metadata_diff, self.ctx.config.omit_content_patterns
+            )
+
+        changes_metadata_graph = create_diff_to_metadata_graph(ctx=self.ctx, include_pr_metadata=bool(pr_metadata_diff))
         result = await changes_metadata_graph.ainvoke(
-            {"diff": redact_diff_content(diff, self.ctx.config.omit_content_patterns), "extra_context": extra_context},
+            input_data,
             config={
                 "tags": [self.ctx.git_platform.value],
                 "metadata": {"scope": self.ctx.scope, "repo_id": self.ctx.repo_id},
@@ -142,7 +160,7 @@ async def _get_mr_metadata(self, diff: str) -> dict[str, Any]:
 
         raise ValueError("Failed to get PR metadata from the diff.")
 
-    def _update_or_create_merge_request(
+    def _create_merge_request(
         self, branch_name: str, title: str, description: str, as_draft: bool = False
     ) -> MergeRequest:
         """
@@ -166,8 +184,7 @@ def _update_or_create_merge_request(
                 else self.ctx.issue.assignee.username
             )
 
-        client = RepoClient.create_instance()
-        return client.update_or_create_merge_request(
+        return self.client.update_or_create_merge_request(
             repo_id=self.ctx.repo_id,
             source_branch=branch_name,
             target_branch=cast("str", self.ctx.config.default_branch),
diff --git a/daiv/codebase/clients/base.py b/daiv/codebase/clients/base.py
index b5f65953..935ad9c8 100644
--- a/daiv/codebase/clients/base.py
+++ b/daiv/codebase/clients/base.py
@@ -78,6 +78,19 @@ def update_or_create_merge_request(
     ) -> MergeRequest:
         pass
 
+    @abc.abstractmethod
+    def update_merge_request(
+        self,
+        repo_id: str,
+        merge_request_id: int,
+        as_draft: bool | None = None,
+        title: str | None = None,
+        description: str | None = None,
+        labels: list[str] | None = None,
+        assignee_id: str | int | None = None,
+    ) -> MergeRequest:
+        pass
+
     @abc.abstractmethod
     def create_merge_request_comment(
         self,
diff --git a/daiv/codebase/clients/github/client.py b/daiv/codebase/clients/github/client.py
index b1369042..7e293faf 100644
--- a/daiv/codebase/clients/github/client.py
+++ b/daiv/codebase/clients/github/client.py
@@ -774,7 +774,7 @@ def update_or_create_merge_request(
         as_draft: bool = False,
     ) -> MergeRequest:
         """
-        Update or create a merge request.
+        Create a merge request or update an existing one if it already exists based on the source and target branches.
 
         Args:
             repo_id: The repository ID.
@@ -813,7 +813,7 @@ def update_or_create_merge_request(
             elif not pr.draft and as_draft:
                 pr.convert_to_draft()
 
-        if labels is not None:
+        if labels is not None and not any(label.name in labels for label in pr.labels):
             pr.add_to_labels(*labels)
 
         if assignee_id and not any(assignee.id == assignee_id for assignee in pr.assignees):
@@ -833,6 +833,69 @@ def update_or_create_merge_request(
             draft=pr.draft,
         )
 
+    def update_merge_request(
+        self,
+        repo_id: str,
+        merge_request_id: int,
+        as_draft: bool | None = None,
+        title: str | None = None,
+        description: str | None = None,
+        labels: list[str] | None = None,
+        assignee_id: str | int | None = None,
+    ) -> MergeRequest:
+        """
+        Update an existing merge request if it has changes.
+
+        Args:
+            repo_id: The repository ID.
+            merge_request_id: The merge request ID.
+            as_draft: Whether to set the merge request as a draft.
+            title: The title of the merge request.
+            description: The description of the merge request.
+            labels: The labels of the merge request.
+            assignee_id: The assignee ID of the merge request.
+
+        Returns:
+            The merge request.
+        """
+        repo = self.client.get_repo(repo_id, lazy=True)
+        pr = repo.get_pull(merge_request_id)
+
+        if as_draft is not None and pr.draft and not as_draft:
+            pr.mark_ready_for_review()
+        elif as_draft is not None and not pr.draft and as_draft:
+            pr.convert_to_draft()
+
+        edit_fields = {}
+        if title is not None:
+            edit_fields["title"] = title
+
+        if description is not None:
+            edit_fields["body"] = description
+
+        if edit_fields:
+            pr.edit(**edit_fields)
+
+        if labels is not None and not any(label.name in labels for label in pr.labels):
+            pr.add_to_labels(*labels)
+
+        if assignee_id is not None and not any(assignee.id == assignee_id for assignee in pr.assignees):
+            pr.add_to_assignees(assignee_id)
+
+        return MergeRequest(
+            repo_id=repo_id,
+            merge_request_id=pr.number,
+            source_branch=pr.head.ref,
+            target_branch=pr.base.ref,
+            title=pr.title,
+            description=pr.body or "",
+            labels=[label.name for label in pr.labels],
+            web_url=pr.html_url,
+            sha=pr.head.sha,
+            author=User(id=pr.user.id, username=pr.user.login, name=pr.user.name),
+            draft=pr.draft,
+        )
+
     def _serialize_comments(
         self, comments: list[IssueComment | PullRequestComment], from_merge_request: bool = False
     ) -> list[Note]:
diff --git a/daiv/codebase/clients/gitlab/client.py b/daiv/codebase/clients/gitlab/client.py
index 45893346..2953a68b 100644
--- a/daiv/codebase/clients/gitlab/client.py
+++ b/daiv/codebase/clients/gitlab/client.py
@@ -34,7 +34,7 @@
 if TYPE_CHECKING:
     from collections.abc import Iterator
 
-    from gitlab.v4.objects import ProjectHook
+    from gitlab.v4.objects import ProjectHook, ProjectMergeRequest
 
     from codebase.clients.base import Emoji
 
@@ -325,23 +325,7 @@ def update_or_create_merge_request(
                 "assignee_id": assignee_id,
                 "work_in_progress": as_draft,
             })
-            return MergeRequest(
-                repo_id=repo_id,
-                merge_request_id=cast("int", merge_request.get_id()),
-                source_branch=merge_request.source_branch,
-                target_branch=merge_request.target_branch,
-                title=merge_request.title,
-                description=merge_request.description,
-                labels=merge_request.labels,
-                web_url=merge_request.web_url,
-                sha=merge_request.sha,
-                author=User(
-                    id=merge_request.author.get("id"),
-                    username=merge_request.author.get("username"),
-                    name=merge_request.author.get("name"),
-                ),
-                draft=merge_request.work_in_progress,
-            )
+            return self._serialize_merge_request(repo_id, merge_request)
         except GitlabCreateError as e:
             if e.response_code != 409:
                 raise e
@@ -355,25 +339,79 @@ def update_or_create_merge_request(
                 merge_request.assignee_id = assignee_id
                 merge_request.work_in_progress = as_draft
                 merge_request.save()
-                return MergeRequest(
-                    repo_id=repo_id,
-                    merge_request_id=cast("int", merge_request.get_id()),
-                    source_branch=merge_request.source_branch,
-                    target_branch=merge_request.target_branch,
-                    title=merge_request.title,
-                    description=merge_request.description,
-                    labels=merge_request.labels,
-                    web_url=merge_request.web_url,
-                    sha=merge_request.sha,
-                    author=User(
-                        id=merge_request.author.get("id"),
-                        username=merge_request.author.get("username"),
-                        name=merge_request.author.get("name"),
-                    ),
-                    draft=merge_request.work_in_progress,
-                )
+                return self._serialize_merge_request(repo_id, merge_request)
             raise e
 
+    def update_merge_request(
+        self,
+        repo_id: str,
+        merge_request_id: int,
+        as_draft: bool | None = None,
+        title: str | None = None,
+        description: str | None = None,
+        labels: list[str] | None = None,
+        assignee_id: str | int | None = None,
+    ) -> MergeRequest:
+        """
+        Update an existing merge request if it has changes.
+
+        Args:
+            repo_id: The repository ID.
+            merge_request_id: The merge request ID.
+            as_draft: Whether to set the merge request as a draft.
+            title: The title of the merge request.
+            description: The description of the merge request.
+            labels: The labels of the merge request.
+            assignee_id: The assignee ID of the merge request.
+
+        Returns:
+            The merge request.
+        """
+        project = self.client.projects.get(repo_id, lazy=True)
+        merge_request = project.mergerequests.get(merge_request_id)
+
+        has_changes = False
+        if as_draft is not None and merge_request.work_in_progress != as_draft:
+            merge_request.work_in_progress = as_draft
+            has_changes = True
+        if title is not None and merge_request.title != title:
+            merge_request.title = title
+            has_changes = True
+        if description is not None and merge_request.description != description:
+            merge_request.description = description
+            has_changes = True
+        if labels is not None and any(label.title not in labels for label in merge_request.labels):
+            mr_label_titles = [label.title for label in merge_request.labels]
+            merge_request.labels += [label for label in labels if label not in mr_label_titles]
+            has_changes = True
+        if assignee_id is not None and merge_request.assignee_id != assignee_id:
+            merge_request.assignee_id = assignee_id
+            has_changes = True
+
+        if has_changes:
+            merge_request.save()
+
+        return self._serialize_merge_request(repo_id, merge_request)
+
+    def _serialize_merge_request(self, repo_id: str, merge_request: ProjectMergeRequest) -> MergeRequest:
+        return MergeRequest(
+            repo_id=repo_id,
+            merge_request_id=cast("int", merge_request.get_id()),
+            source_branch=merge_request.source_branch,
+            target_branch=merge_request.target_branch,
+            title=merge_request.title,
+            description=merge_request.description,
+            labels=merge_request.labels,
+            web_url=merge_request.web_url,
+            sha=merge_request.sha,
+            author=User(
+                id=merge_request.author.get("id"),
+                username=merge_request.author.get("username"),
+                name=merge_request.author.get("name"),
+            ),
+            draft=merge_request.work_in_progress,
+        )
+
     @contextmanager
     def load_repo(self, repository: Repository, sha: str) -> Iterator[Repo]:
         """
diff --git a/daiv/codebase/clients/swe.py b/daiv/codebase/clients/swe.py
index f82cf554..31d441e0 100644
--- a/daiv/codebase/clients/swe.py
+++ b/daiv/codebase/clients/swe.py
@@ -236,7 +236,21 @@ def update_or_create_merge_request(
         title: str,
         description: str,
         labels: list[str] | None = None,
-        assignee_id: int | None = None,
+        assignee_id: str | int | None = None,
+        as_draft: bool = False,
+    ) -> MergeRequest:
+        """Not supported for SWE client."""
+        raise NotImplementedError("SWERepoClient does not support merge requests")
+
+    def update_merge_request(
+        self,
+        repo_id: str,
+        merge_request_id: int,
+        as_draft: bool | None = None,
+        title: str | None = None,
+        description: str | None = None,
+        labels: list[str] | None = None,
+        assignee_id: str | int | None = None,
     ) -> MergeRequest:
         """Not supported for SWE client."""
         raise NotImplementedError("SWERepoClient does not support merge requests")
diff --git a/daiv/codebase/managers/issue_addressor.py b/daiv/codebase/managers/issue_addressor.py
index df38dd17..2f63d55c 100644
--- a/daiv/codebase/managers/issue_addressor.py
+++ b/daiv/codebase/managers/issue_addressor.py
@@ -24,7 +24,7 @@
 logger = logging.getLogger("daiv.managers")
 
 
-PLAN_ISSUE_PROMPT = "Present a plan to address this issue and wait for approval before executing it."
+PLAN_ISSUE_PROMPT = "Present a detailed plan to address this issue and wait for approval before executing it."
 ADDRESS_ISSUE_PROMPT = "Address this issue."
 
 
@@ -99,28 +99,29 @@ async def _address_issue(self):
 
                 # If and unexpect error occurs while addressing the issue, a draft merge request is created to avoid
                 # losing the changes made by the agent.
+                merge_request = snapshot.values.get("merge_request")
                 publisher = GitChangePublisher(self.ctx)
-                publish_result = await publisher.publish(
-                    branch_name=snapshot.values.get("branch_name"),
-                    merge_request_id=snapshot.values.get("merge_request_id"),
-                    as_draft=snapshot.values.get("merge_request_id") is None,
+                merge_request = await publisher.publish(
+                    merge_request=merge_request, as_draft=(merge_request is None or merge_request.draft)
                 )
 
                 # If the draft merge request is created successfully, we update the state to reflect the new MR.
-                if publish_result:
-                    await daiv_agent.aupdate_state(
-                        config=agent_config,
-                        values={
-                            "branch_name": publish_result["branch_name"],
-                            "merge_request_id": publish_result["merge_request_id"],
-                        },
-                    )
-
-                self._add_unable_to_address_issue_note(changes_published=bool(publish_result))
-            else:
-                self._leave_comment(result and extract_text_content(result["messages"][-1].content))
+                if merge_request:
+                    await daiv_agent.aupdate_state(config=agent_config, values={"merge_request": merge_request})
 
-    def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
+                self._add_unable_to_address_issue_note(draft_published=bool(merge_request))
+            else:
+                if (
+                    result
+                    and "messages" in result
+                    and result["messages"]
+                    and (response_text := extract_text_content(result["messages"][-1].content).strip())
+                ):
+                    self._leave_comment(response_text)
+                else:
+                    self._add_unable_to_address_issue_note()
+
+    def _add_unable_to_address_issue_note(self, *, draft_published: bool = False):
         """
         Add a note to the issue to inform the user that the response could not be generated.
         """
@@ -130,7 +131,7 @@ def _add_unable_to_address_issue_note(self, *, changes_published: bool = False):
                 {
                     "bot_name": BOT_NAME,
                     "bot_username": self.ctx.bot_username,
-                    "changes_published": changes_published,
+                    "draft_published": draft_published,
                     "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
             ),
diff --git a/daiv/codebase/managers/review_addressor.py b/daiv/codebase/managers/review_addressor.py
index 84ebdc36..e2db126d 100644
--- a/daiv/codebase/managers/review_addressor.py
+++ b/daiv/codebase/managers/review_addressor.py
@@ -260,31 +260,24 @@ async def _address_comments(self):
                 # If and unexpect error occurs while addressing the review, a draft merge request is created to avoid
                 # losing the changes made by the agent.
                 publisher = GitChangePublisher(self.ctx)
-                publish_result = await publisher.publish(
-                    branch_name=snapshot.values.get("branch_name"),
-                    merge_request_id=snapshot.values.get("merge_request_id"),
-                    as_draft=snapshot.values.get("merge_request_id") is None,
+                merge_request = snapshot.values.get("merge_request")
+                merge_request = await publisher.publish(
+                    merge_request=merge_request, as_draft=(merge_request is None or merge_request.draft)
                 )
 
-                if publish_result:
-                    await daiv_agent.aupdate_state(
-                        config=agent_config,
-                        values={
-                            "branch_name": publish_result["branch_name"],
-                            "merge_request_id": publish_result["merge_request_id"],
-                        },
-                    )
+                if merge_request:
+                    await daiv_agent.aupdate_state(config=agent_config, values={"merge_request": merge_request})
 
-                self._add_unable_to_address_review_note(changes_published=bool(publish_result))
+                self._add_unable_to_address_review_note(draft_published=bool(merge_request))
             else:
                 self._leave_comment(result and extract_text_content(result["messages"][-1].content))
 
-    def _add_unable_to_address_review_note(self, *, changes_published: bool = False):
+    def _add_unable_to_address_review_note(self, *, draft_published: bool = False):
         """
         Add a note to the merge request to inform the user that the review could not be addressed.
 
         Args:
-            changes_published: Whether the changes were published to the repository.
+            draft_published: Whether the draft merge request was published to the repository.
         """
         self._leave_comment(
             render_to_string(
@@ -292,7 +285,7 @@ def _add_unable_to_address_review_note(self, *, changes_published: bool = False)
                 {
                     "bot_name": BOT_NAME,
                     "bot_username": self.ctx.bot_username,
-                    "changes_published": changes_published,
+                    "draft_published": draft_published,
                     "is_gitlab": self.ctx.git_platform == GitPlatform.GITLAB,
                 },
             ),
diff --git a/daiv/codebase/templates/codebase/unable_address_issue.txt b/daiv/codebase/templates/codebase/unable_address_issue.txt
index ae14cb60..d53b244a 100644
--- a/daiv/codebase/templates/codebase/unable_address_issue.txt
+++ b/daiv/codebase/templates/codebase/unable_address_issue.txt
@@ -1,5 +1,5 @@
 An unexpected error occurred while working on this issue.
-{% if changes_published %}
+{% if draft_published %}
 To avoid losing progress, {{ bot_name }} created a draft {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
 {% endif %}
 
diff --git a/daiv/codebase/templates/codebase/unable_address_review.txt b/daiv/codebase/templates/codebase/unable_address_review.txt
index e612c359..6c116a7f 100644
--- a/daiv/codebase/templates/codebase/unable_address_review.txt
+++ b/daiv/codebase/templates/codebase/unable_address_review.txt
@@ -1,5 +1,5 @@
 An unexpected error occurred while working on this {% if is_gitlab %}merge request{% else %}pull request{% endif %}.
-{% if changes_published %}
+{% if draft_published %}
 To avoid losing progress, {{ bot_name }} committed the changes done so far.
 {% endif %}
 
diff --git a/daiv/codebase/utils.py b/daiv/codebase/utils.py
index 76296926..40c019d9 100644
--- a/daiv/codebase/utils.py
+++ b/daiv/codebase/utils.py
@@ -137,7 +137,7 @@ def __init__(self, repo: Repo):
         """
         self.repo = repo
 
-    def get_diff(self) -> str:
+    def get_diff(self, ref: str = "HEAD") -> str:
         """
         Get the diff of the repository's including unstaged changes.
 
@@ -145,7 +145,7 @@ def get_diff(self) -> str:
             The diff of the repository.
         """
         try:
-            diff = self.repo.git.diff("HEAD")
+            diff = self.repo.git.diff(ref)
         except GitCommandError:
             # No commits yet, get diff of all files
             diff = self.repo.git.diff("--cached", "--no-prefix")
diff --git a/docker/local/app/config.env b/docker/local/app/config.env
index a53b5022..e99bbba4 100644
--- a/docker/local/app/config.env
+++ b/docker/local/app/config.env
@@ -27,4 +27,4 @@ LANGCHAIN_PROJECT=default
 DAIV_SANDBOX_NETWORK_ENABLED=True
 
 # AUTOMATION
-DAIV_AGENT_MODEL_NAME=openrouter:moonshotai/kimi-k2.5
+DAIV_AGENT_MODEL_NAME=openrouter:qwen/qwen3-max-thinking  # moonshotai/kimi-k2.5
diff --git a/tests/unit_tests/codebase/clients/test_swe.py b/tests/unit_tests/codebase/clients/test_swe.py
index b845df0a..f3aa5b90 100644
--- a/tests/unit_tests/codebase/clients/test_swe.py
+++ b/tests/unit_tests/codebase/clients/test_swe.py
@@ -199,6 +199,7 @@ def test_unsupported_methods_raise_not_implemented(self, swe_client):
         unsupported_methods = [
             ("set_repository_webhooks", ("repo", "url")),
             ("update_or_create_merge_request", ("repo", "source", "target", "title", "desc")),
+            ("update_merge_request", ("repo", 1, "as_draft", "title", "description", "labels", "assignee_id")),
             ("create_merge_request_comment", ("repo", 1, "body")),
             ("get_issue", ("repo", 1)),
             ("create_issue_comment", ("repo", 1, "body")),
diff --git a/tests/unit_tests/conftest.py b/tests/unit_tests/conftest.py
index c0355935..4b1bf4fd 100644
--- a/tests/unit_tests/conftest.py
+++ b/tests/unit_tests/conftest.py
@@ -78,6 +78,7 @@ def mock_repo_client():
             author=mock_client.current_user,
         )
         mock_client.update_or_create_merge_request.return_value = merge_request
+        mock_client.update_merge_request.return_value = merge_request
         mock_client.get_merge_request.return_value = merge_request
         mock_client.get_merge_request_latest_pipelines.return_value = []
         mock_client.get_merge_request_review_comments.return_value = []

From eed59d526ecbc93cd883c3d1d11082fb7dd6b5fb Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Wed, 11 Feb 2026 23:09:02 +0000
Subject: [PATCH 13/16] Updated dependencies.

---
 pyproject.toml |  16 +--
 uv.lock        | 326 +++++++++++++++++++++++++++----------------------
 2 files changed, 185 insertions(+), 157 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index fc385a90..7351a31c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ classifiers = [
 ]
 dependencies = [
   "ddgs==9.10.0",
-  "deepagents==0.3.12",
+  "deepagents==0.4.1",
   "django==6.0.2",
   "django-crontask==1.1.3",
   "django-extensions==4.1.0",
@@ -33,12 +33,12 @@ dependencies = [
   "httpx==0.28.1",
   "ipython==9.10.0",
   "jinja2==3.1.6",
-  "langchain[anthropic,community,google-genai,openai]==1.2.9",
+  "langchain[anthropic,community,google-genai,openai]==1.2.10",
   "langchain-mcp-adapters==0.2.1",
   "langgraph==1.0.8",
   "langgraph-checkpoint-postgres==3.0.4",
-  "langsmith[pytest]==0.6.9",
-  "langsmith-fetch>=0.3.1",
+  "langsmith[pytest]==0.7.1",
+  "langsmith-fetch==0.3.1",
   "markdownify==1.2.2",
   "openevals==0.1.3",
   "prompt-toolkit==3.0.52",
@@ -60,21 +60,21 @@ urls.source = "https://github.com/srtab/daiv"
 
 [dependency-groups]
 dev = [
-  "coverage==7.13.3",
+  "coverage==7.13.4",
   "datasets==4.5.0",
   "prek==0.3.2",
-  "pyproject-fmt==2.14.2",
+  "pyproject-fmt==2.15.2",
   "pytest==9.0.2",
   "pytest-asyncio==1.3.0",
   "pytest-cov==7.0.0",
   "pytest-django==4.11.1",
-  "pytest-env==1.2.0",
+  "pytest-env==1.3.2",
   "pytest-httpx==0.36.0",
   "pytest-mock==3.15.1",
   "pytest-xdist==3.8.0",
   "python-dotenv==1.2.1",
   "ruff==0.15.0",
-  "ty==0.0.15",
+  "ty==0.0.16",
   "types-pyyaml==6.0.12.20250915",
   "watchdog==6.0.0",
 ]
diff --git a/uv.lock b/uv.lock
index efbe7566..c24557d7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -79,6 +79,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490, upload-time = "2025-07-03T22:54:42.156Z" },
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
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-name = "typer-slim"
-version = "0.21.1"
+name = "typer"
+version = "0.23.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "annotated-doc" },
     { name = "click" },
-    { name = "typing-extensions" },
+    { name = "rich" },
+    { name = "shellingham" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7e/e6/44e073787aa57cd71c151f44855232feb0f748428fd5242d7366e3c4ae8b/typer-0.23.0.tar.gz", hash = "sha256:d8378833e47ada5d3d093fa20c4c63427cc4e27127f6b349a6c359463087d8cc", size = 120181, upload-time = "2026-02-11T15:22:18.637Z" }
+wheels = [
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+]
+
+[[package]]
+name = "typer-slim"
+version = "0.23.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typer" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/07/3e/ba3a222c80ee070d9497ece3e1fe77253c142925dd4c90f04278aac0a9eb/typer_slim-0.23.0-py3-none-any.whl", hash = "sha256:1d693daf22d998a7b1edab8413cdcb8af07254154ce3956c1664dc11b01e2f8b", size = 3399, upload-time = "2026-02-11T15:22:17.792Z" },
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From 956a7b2ba6f406491b811b3863548147cd192be0 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Thu, 12 Feb 2026 00:18:36 +0000
Subject: [PATCH 14/16] Fixed agent post-run failures when git push

---
 CHANGELOG.md                                  |  1 +
 daiv/automation/agent/middlewares/git.py      |  8 +++--
 daiv/codebase/utils.py                        | 34 ++++++++++++++++++-
 .../automation/agent/middlewares/test_git.py  | 26 ++++++++++++++
 .../automation/agent/test_subagents.py        |  2 ++
 tests/unit_tests/codebase/test_git_manager.py | 25 ++++++++++++--
 6 files changed, 91 insertions(+), 5 deletions(-)
 create mode 100644 tests/unit_tests/automation/agent/middlewares/test_git.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5837e4d5..08d364c2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -52,6 +52,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Fixed repeated generation of GitHub CLI installation tokens by caching the token in the agent session state for subsequent `gh` tool calls.
 - Fixed skill tool to properly return a `Command` object for state updates instead of returning messages directly.
 - Fixed `daiv-auto` label to work as a trigger label that both launches the agent and enables auto-approval mode, eliminating the need to add two separate labels.
+- Fixed agent post-run failures when git push returns authentication/permission errors by handling push permission failures gracefully in git middleware and adding regression tests.
 
 ### Removed
 
diff --git a/daiv/automation/agent/middlewares/git.py b/daiv/automation/agent/middlewares/git.py
index f1ca76c4..907e8f37 100644
--- a/daiv/automation/agent/middlewares/git.py
+++ b/daiv/automation/agent/middlewares/git.py
@@ -12,7 +12,7 @@
 from automation.agent.publishers import GitChangePublisher
 from codebase.base import MergeRequest, Scope
 from codebase.context import RuntimeCtx  # noqa: TC001
-from codebase.utils import GitManager
+from codebase.utils import GitManager, GitPushPermissionError
 
 if TYPE_CHECKING:
     from collections.abc import Awaitable, Callable
@@ -153,7 +153,11 @@ async def aafter_agent(self, state: GitState, runtime: Runtime[RuntimeCtx]) -> d
             return None
 
         publisher = GitChangePublisher(runtime.context)
-        merge_request = await publisher.publish(merge_request=state.get("merge_request"), skip_ci=self.skip_ci)
+        try:
+            merge_request = await publisher.publish(merge_request=state.get("merge_request"), skip_ci=self.skip_ci)
+        except GitPushPermissionError as e:
+            logger.warning("[%s] Failed to publish changes due to git push permissions: %s", self.name, e)
+            return None
 
         if merge_request:
             if runtime.context.scope == Scope.ISSUE and (rt := get_current_run_tree()):
diff --git a/daiv/codebase/utils.py b/daiv/codebase/utils.py
index 40c019d9..5d6accd5 100644
--- a/daiv/codebase/utils.py
+++ b/daiv/codebase/utils.py
@@ -234,7 +234,14 @@ def commit_and_push_changes(
 
         self.repo.git.add("-A")
         self.repo.index.commit(commit_message if not skip_ci else f"[skip ci] {commit_message}")
-        self.repo.remotes.origin.push(branch_name, force=override_commits)
+        try:
+            self.repo.remotes.origin.push(branch_name, force=override_commits)
+        except GitCommandError as e:
+            if _is_push_auth_error(e):
+                raise GitPushPermissionError(
+                    "Failed to push changes to the remote repository due to authentication or permission issues."
+                ) from e
+            raise
         return branch_name
 
     def checkout(self, branch_name: str):
@@ -315,3 +322,28 @@ def apply_patch(self, patch: str):
         finally:
             with contextlib.suppress(OSError):
                 Path(tmp_path).unlink()
+
+
+class GitPushPermissionError(RuntimeError):
+    """
+    Raised when pushing changes fails due to authentication or permission issues.
+    """
+
+
+def _is_push_auth_error(error: GitCommandError) -> bool:
+    """
+    Check if a git push error is likely caused by authentication or permission issues.
+    """
+    error_text = str(error).lower()
+    return any(
+        marker in error_text
+        for marker in (
+            "returned error: 403",
+            "authentication failed",
+            "permission denied",
+            "access denied",
+            "http basic: access denied",
+            "could not read username",
+            "not authorized",
+        )
+    )
diff --git a/tests/unit_tests/automation/agent/middlewares/test_git.py b/tests/unit_tests/automation/agent/middlewares/test_git.py
new file mode 100644
index 00000000..564f9911
--- /dev/null
+++ b/tests/unit_tests/automation/agent/middlewares/test_git.py
@@ -0,0 +1,26 @@
+from unittest.mock import AsyncMock, Mock, patch
+
+from automation.agent.middlewares.git import GitMiddleware
+from codebase.base import Scope
+from codebase.utils import GitPushPermissionError
+
+
+def _make_runtime(*, scope: Scope = Scope.ISSUE) -> Mock:
+    runtime = Mock()
+    runtime.context = Mock()
+    runtime.context.scope = scope
+    return runtime
+
+
+class TestGitMiddleware:
+    async def test_aafter_agent_returns_none_when_publish_fails_with_push_permission_error(self):
+        middleware = GitMiddleware()
+        runtime = _make_runtime()
+
+        with patch(
+            "automation.agent.middlewares.git.GitChangePublisher.publish",
+            new=AsyncMock(side_effect=GitPushPermissionError("No permission to push")),
+        ):
+            result = await middleware.aafter_agent(state={"merge_request": None}, runtime=runtime)
+
+        assert result is None
diff --git a/tests/unit_tests/automation/agent/test_subagents.py b/tests/unit_tests/automation/agent/test_subagents.py
index d7c8ea49..2b0c54b3 100644
--- a/tests/unit_tests/automation/agent/test_subagents.py
+++ b/tests/unit_tests/automation/agent/test_subagents.py
@@ -3,6 +3,7 @@
 from unittest.mock import Mock, patch
 
 import pytest
+from pydantic import SecretStr
 
 from automation.agent.middlewares.sandbox import SandboxMiddleware
 from automation.agent.middlewares.web_search import WebSearchMiddleware
@@ -63,6 +64,7 @@ def test_excludes_sandbox_when_disabled(self, mock_backend, mock_runtime_ctx):
         assert not any(isinstance(m, SandboxMiddleware) for m in result["middleware"])
 
 
+@patch("automation.agent.base.settings.OPENROUTER_API_KEY", SecretStr("test-key"))
 class TestExploreSubagent:
     """Tests for create_explore_subagent."""
 
diff --git a/tests/unit_tests/codebase/test_git_manager.py b/tests/unit_tests/codebase/test_git_manager.py
index d4b01ee8..38ad92f6 100644
--- a/tests/unit_tests/codebase/test_git_manager.py
+++ b/tests/unit_tests/codebase/test_git_manager.py
@@ -1,11 +1,12 @@
 from __future__ import annotations
 
 from pathlib import Path
+from unittest.mock import patch
 
 import pytest
-from git import Repo
+from git import GitCommandError, Repo
 
-from codebase.utils import GitManager
+from codebase.utils import GitManager, GitPushPermissionError
 
 
 def _configure_repo_identity(repo: Repo) -> None:
@@ -132,6 +133,26 @@ def test_git_manager_commit_and_push_generates_unique_branch_name(tmp_path: Path
     assert repo.active_branch.name == "feature-1"
 
 
+def test_git_manager_commit_and_push_raises_permission_error_on_auth_failure(tmp_path: Path) -> None:
+    repo, _ = _init_repo_with_origin(tmp_path)
+    repo_dir = _repo_path(repo)
+    (repo_dir / "feature-auth.txt").write_text("feature-auth\n")
+
+    auth_error = GitCommandError(
+        command="git push",
+        status=128,
+        stderr=(
+            "fatal: unable to access 'https://github.com/example/repo.git/': The requested URL returned error: 403"
+        ),
+    )
+
+    with (
+        patch("git.remote.Remote.push", side_effect=auth_error),
+        pytest.raises(GitPushPermissionError, match="authentication or permission issues"),
+    ):
+        GitManager(repo).commit_and_push_changes("Add auth protected feature", branch_name="feature/auth-fail")
+
+
 def test_git_manager_checkout_raises_for_missing_branch(tmp_path: Path) -> None:
     repo, _ = _init_repo_with_origin(tmp_path)
 

From 429d0fb83e7b036817f70db7b9c76fea4a8e8906 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Thu, 12 Feb 2026 00:32:37 +0000
Subject: [PATCH 15/16] Limited permissions to github clone access token.

---
 daiv/codebase/clients/base.py          | 2 ++
 daiv/codebase/clients/github/client.py | 4 +++-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/daiv/codebase/clients/base.py b/daiv/codebase/clients/base.py
index 935ad9c8..9b255251 100644
--- a/daiv/codebase/clients/base.py
+++ b/daiv/codebase/clients/base.py
@@ -3,6 +3,7 @@
 import abc
 import functools
 import logging
+from contextlib import contextmanager
 from enum import StrEnum
 from functools import cached_property
 from typing import TYPE_CHECKING, Any
@@ -104,6 +105,7 @@ def create_merge_request_comment(
         pass
 
     @abc.abstractmethod
+    @contextmanager
     def load_repo(self, repository: Repository, sha: str) -> Iterator[Repo]:
         pass
 
diff --git a/daiv/codebase/clients/github/client.py b/daiv/codebase/clients/github/client.py
index 7e293faf..40ed2f77 100644
--- a/daiv/codebase/clients/github/client.py
+++ b/daiv/codebase/clients/github/client.py
@@ -755,7 +755,9 @@ def load_repo(self, repository: Repository, sha: str) -> Iterator[Repo]:
         with tempfile.TemporaryDirectory(prefix=f"{safe_slug(repository.slug)}-{repository.pk}") as tmpdir:
             logger.debug("Cloning repository %s to %s", repository.clone_url, tmpdir)
             # the access token is valid for 1 hour
-            access_token = self._integration.get_access_token(self.client_installation.id)
+            access_token = self._integration.get_access_token(
+                self.client_installation.id, permissions={"contents": "write"}
+            )
             parsed = urlparse(repository.clone_url)
             clone_url = f"{parsed.scheme}://oauth2:{access_token.token}@{parsed.netloc}{parsed.path}"
             clone_dir = Path(tmpdir) / "repo"

From 33e84199ec87bc6494ccccd2c7f992b08e277f21 Mon Sep 17 00:00:00 2001
From: Sandro <sandro.rodrigues@dipcode.com>
Date: Thu, 12 Feb 2026 01:31:35 +0000
Subject: [PATCH 16/16] Fixed github and gitlab commit author.

---
 daiv/codebase/clients/github/client.py        |  17 +-
 daiv/codebase/clients/gitlab/client.py        |  28 ++-
 daiv/codebase/managers/review_addressor.py    |  10 +-
 docker/local/app/config.env                   |   2 +-
 .../codebase/clients/github/test_client.py    | 163 +++++++-----------
 .../codebase/clients/gitlab/test_client.py    | 149 +++++++---------
 6 files changed, 175 insertions(+), 194 deletions(-)

diff --git a/daiv/codebase/clients/github/client.py b/daiv/codebase/clients/github/client.py
index 40ed2f77..d51bd9aa 100644
--- a/daiv/codebase/clients/github/client.py
+++ b/daiv/codebase/clients/github/client.py
@@ -61,6 +61,18 @@ def __init__(self, integration: GithubIntegration, installation_id: int):
         self.client_installation = integration.get_app_installation(installation_id)
         self.client = self.client_installation.get_github_for_installation()
 
+    def _configure_commit_identity(self, repo: Repo) -> None:
+        """
+        Configure repository-local git identity to match the GitHub App bot user.
+        """
+        bot_login = f"{self.client_installation.app_slug}[bot]"
+        bot_user_id = self.current_user.id
+        bot_email = f"{bot_user_id}+{bot_login}@users.noreply.github.com"
+
+        with repo.config_writer() as writer:
+            writer.set_value("user", "name", bot_login)
+            writer.set_value("user", "email", bot_email)
+
     def get_repository(self, repo_id: str) -> Repository:
         """
         Get a repository.
@@ -104,6 +116,7 @@ def list_repositories(self, search: str | None = None, topics: list[str] | None
                 default_branch=repo.default_branch,
                 git_platform=self.git_platform,
                 topics=repo.topics,
+                clone_url=repo.clone_url,
             )
             for repo in self.client_installation.get_repos()
             if topics is None or any(topic in repo.topics for topic in topics)
@@ -762,7 +775,9 @@ def load_repo(self, repository: Repository, sha: str) -> Iterator[Repo]:
             clone_url = f"{parsed.scheme}://oauth2:{access_token.token}@{parsed.netloc}{parsed.path}"
             clone_dir = Path(tmpdir) / "repo"
             clone_dir.mkdir(exist_ok=True)
-            yield Repo.clone_from(clone_url, clone_dir, branch=sha)
+            repo = Repo.clone_from(clone_url, clone_dir, branch=sha)
+            self._configure_commit_identity(repo)
+            yield repo
 
     def update_or_create_merge_request(
         self,
diff --git a/daiv/codebase/clients/gitlab/client.py b/daiv/codebase/clients/gitlab/client.py
index 2953a68b..aa3774f6 100644
--- a/daiv/codebase/clients/gitlab/client.py
+++ b/daiv/codebase/clients/gitlab/client.py
@@ -59,6 +59,30 @@ def __init__(self, auth_token: str, url: str | None = None):
             user_agent=USER_AGENT,
         )
 
+    def _get_commit_email(self) -> str:
+        """
+        Resolve the best available email for commit attribution.
+        """
+        self.client.auth()
+        if user := self.client.user:
+            for email_attr in ("commit_email", "public_email", "email"):
+                if (email := getattr(user, email_attr, None)) and isinstance(email, str) and email.strip():
+                    return email
+            return f"{user.username}@users.noreply.gitlab.com"
+
+        return f"{self.current_user.username}@users.noreply.gitlab.com"
+
+    def _configure_commit_identity(self, repo: Repo) -> None:
+        """
+        Configure repository-local git identity to match the GitLab bot user.
+        """
+        bot_username = self.current_user.username
+        bot_email = self._get_commit_email()
+
+        with repo.config_writer() as writer:
+            writer.set_value("user", "name", bot_username)
+            writer.set_value("user", "email", bot_email)
+
     @property
     def _codebase_url(self) -> str:
         return self.client.url
@@ -434,7 +458,9 @@ def load_repo(self, repository: Repository, sha: str) -> Iterator[Repo]:
 
             clone_dir = Path(tmpdir) / "repo"
             clone_dir.mkdir(exist_ok=True)
-            yield Repo.clone_from(clone_url, clone_dir, branch=sha)
+            repo = Repo.clone_from(clone_url, clone_dir, branch=sha)
+            self._configure_commit_identity(repo)
+            yield repo
 
     def get_issue(self, repo_id: str, issue_id: int) -> Issue:
         """
diff --git a/daiv/codebase/managers/review_addressor.py b/daiv/codebase/managers/review_addressor.py
index e2db126d..6171ed9d 100644
--- a/daiv/codebase/managers/review_addressor.py
+++ b/daiv/codebase/managers/review_addressor.py
@@ -253,7 +253,6 @@ async def _address_comments(self):
                     config=agent_config,
                     context=self.ctx,
                 )
-
             except Exception:
                 snapshot = await daiv_agent.aget_state(config=agent_config)
 
@@ -270,6 +269,15 @@ async def _address_comments(self):
 
                 self._add_unable_to_address_review_note(draft_published=bool(merge_request))
             else:
+                if (
+                    result
+                    and "messages" in result
+                    and result["messages"]
+                    and (response_text := extract_text_content(result["messages"][-1].content).strip())
+                ):
+                    self._leave_comment(response_text)
+                else:
+                    self._add_unable_to_address_issue_note()
                 self._leave_comment(result and extract_text_content(result["messages"][-1].content))
 
     def _add_unable_to_address_review_note(self, *, draft_published: bool = False):
diff --git a/docker/local/app/config.env b/docker/local/app/config.env
index e99bbba4..f8d7a50e 100644
--- a/docker/local/app/config.env
+++ b/docker/local/app/config.env
@@ -27,4 +27,4 @@ LANGCHAIN_PROJECT=default
 DAIV_SANDBOX_NETWORK_ENABLED=True
 
 # AUTOMATION
-DAIV_AGENT_MODEL_NAME=openrouter:qwen/qwen3-max-thinking  # moonshotai/kimi-k2.5
+DAIV_AGENT_MODEL_NAME=openrouter:z-ai/glm-5  # moonshotai/kimi-k2.5
diff --git a/tests/unit_tests/codebase/clients/github/test_client.py b/tests/unit_tests/codebase/clients/github/test_client.py
index a6fa009e..dcb09ef5 100644
--- a/tests/unit_tests/codebase/clients/github/test_client.py
+++ b/tests/unit_tests/codebase/clients/github/test_client.py
@@ -5,6 +5,7 @@
 from github.IssueComment import IssueComment
 from github.PullRequestComment import PullRequestComment
 
+from codebase.base import GitPlatform, Repository, User
 from codebase.clients.base import Emoji
 from codebase.clients.github.client import GitHubClient
 
@@ -48,18 +49,6 @@ async def test_get_project_uploaded_file_failure(self, mock_download, github_cli
         assert result is None
         mock_download.assert_called_once_with(url, headers={"Authorization": "Bearer test-token-123"})
 
-    @patch("codebase.clients.github.client.async_download_url")
-    async def test_get_project_uploaded_file_uses_bearer_token(self, mock_download, github_client):
-        """Test that the method uses Bearer token authentication."""
-        mock_download.return_value = b"content"
-
-        url = "https://github.com/user-attachments/assets/test.jpg"
-        await github_client.get_project_uploaded_file("owner/repo", url)
-
-        # Verify the Authorization header format
-        call_args = mock_download.call_args
-        assert call_args[1]["headers"]["Authorization"] == "Bearer test-token-123"
-
     def test_create_issue_emoji_converts_note_id_to_int(self, github_client):
         """Test that create_issue_emoji converts string note_id to int."""
         mock_repo = Mock()
@@ -77,103 +66,33 @@ def test_create_issue_emoji_converts_note_id_to_int(self, github_client):
         mock_issue.get_comment.assert_called_once_with(3645723306)
         mock_comment.create_reaction.assert_called_once_with("+1")
 
-    def test_has_issue_reaction_returns_true_when_reaction_exists(self, github_client):
-        """Test that has_issue_reaction returns True when the current user has reacted with the specified emoji."""
-        from codebase.base import User
-
-        mock_repo = Mock()
-        mock_issue = Mock()
-        mock_reaction1 = Mock()
-        mock_reaction2 = Mock()
-        mock_user1 = Mock()
-        mock_user2 = Mock()
-
-        # Mock current_user as a cached_property
-        type(github_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up reactions
-        mock_user1.id = 456  # Different user
-        mock_user2.id = 123  # Current user
-        mock_reaction1.content = "eyes"
-        mock_reaction1.user = mock_user1
-        mock_reaction2.content = "eyes"
-        mock_reaction2.user = mock_user2
-
-        github_client.client.get_repo.return_value = mock_repo
-        mock_repo.get_issue.return_value = mock_issue
-        mock_issue.get_reactions.return_value = [mock_reaction1, mock_reaction2]
-
-        result = github_client.has_issue_reaction("owner/repo", 123, Emoji.EYES)
-
-        assert result is True
-
-    def test_has_issue_reaction_returns_false_when_reaction_not_exists(self, github_client):
-        """Test that has_issue_reaction returns False when the current user has not reacted."""
-        from codebase.base import User
-
+    @pytest.mark.parametrize(
+        ("reactions", "emoji", "expected"),
+        [
+            pytest.param([("eyes", 456), ("eyes", 123)], Emoji.EYES, True, id="reaction-exists-for-current-user"),
+            pytest.param([("eyes", 456)], Emoji.EYES, False, id="reaction-from-different-user"),
+            pytest.param([("+1", 123)], Emoji.EYES, False, id="different-emoji"),
+            pytest.param([], Emoji.EYES, False, id="no-reactions"),
+        ],
+    )
+    def test_has_issue_reaction(self, github_client, monkeypatch, reactions, emoji, expected):
+        """Test issue reaction matching for user and emoji combinations."""
         mock_repo = Mock()
         mock_issue = Mock()
-        mock_reaction = Mock()
-        mock_user = Mock()
-
-        # Mock current_user as a cached_property
-        type(github_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up reaction from different user
-        mock_user.id = 456
-        mock_reaction.content = "eyes"
-        mock_reaction.user = mock_user
-
+        mock_reactions = []
+        for content, user_id in reactions:
+            reaction = Mock()
+            reaction.content = content
+            reaction.user = Mock(id=user_id)
+            mock_reactions.append(reaction)
+
+        monkeypatch.setattr(type(github_client), "current_user", User(id=123, username="daiv", name="DAIV"))
         github_client.client.get_repo.return_value = mock_repo
         mock_repo.get_issue.return_value = mock_issue
-        mock_issue.get_reactions.return_value = [mock_reaction]
-
-        result = github_client.has_issue_reaction("owner/repo", 123, Emoji.EYES)
-
-        assert result is False
+        mock_issue.get_reactions.return_value = mock_reactions
 
-    def test_has_issue_reaction_returns_false_when_different_emoji(self, github_client):
-        """Test that has_issue_reaction returns False when the current user reacted with a different emoji."""
-        from codebase.base import User
-
-        mock_repo = Mock()
-        mock_issue = Mock()
-        mock_reaction = Mock()
-        mock_user = Mock()
-
-        # Mock current_user as a cached_property
-        type(github_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up reaction with different emoji
-        mock_user.id = 123  # Current user
-        mock_reaction.content = "+1"  # Different emoji
-        mock_reaction.user = mock_user
-
-        github_client.client.get_repo.return_value = mock_repo
-        mock_repo.get_issue.return_value = mock_issue
-        mock_issue.get_reactions.return_value = [mock_reaction]
-
-        result = github_client.has_issue_reaction("owner/repo", 123, Emoji.EYES)
-
-        assert result is False
-
-    def test_has_issue_reaction_returns_false_when_no_reactions(self, github_client):
-        """Test that has_issue_reaction returns False when there are no reactions."""
-        from codebase.base import User
-
-        mock_repo = Mock()
-        mock_issue = Mock()
-
-        # Mock current_user as a cached_property
-        type(github_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        github_client.client.get_repo.return_value = mock_repo
-        mock_repo.get_issue.return_value = mock_issue
-        mock_issue.get_reactions.return_value = []
-
-        result = github_client.has_issue_reaction("owner/repo", 123, Emoji.EYES)
-
-        assert result is False
+        result = github_client.has_issue_reaction("owner/repo", 123, emoji)
+        assert result is expected
 
     def test_create_merge_request_note_emoji_review_comment(self, github_client):
         """Test that create_merge_request_note_emoji converts string note_id to int for review comments."""
@@ -273,3 +192,39 @@ def test_get_merge_request_comment_converts_comment_id_to_int_review_comment(sel
         mock_pr.get_review_comment.assert_called_once_with(3645723306)
         assert result.id == "3645723306"
         assert len(result.notes) == 1
+
+    @patch("codebase.clients.github.client.Repo.clone_from")
+    def test_load_repo_configures_git_identity_with_app_bot(self, mock_clone_from, github_client, monkeypatch):
+        """Test load_repo configures local git identity to the app bot user."""
+        mock_repo = Mock()
+        mock_writer = Mock()
+        mock_repo.config_writer.return_value.__enter__ = Mock(return_value=mock_writer)
+        mock_repo.config_writer.return_value.__exit__ = Mock(return_value=None)
+        mock_clone_from.return_value = mock_repo
+
+        github_client.client_installation.id = 67890
+        github_client.client_installation.app_slug = "daiv-agent-test"
+        github_client._integration.get_access_token.return_value = Mock(token="token")  # noqa: S106
+        monkeypatch.setattr(
+            type(github_client), "current_user", User(id=123456, username="daiv-agent-test", name="DAIV Agent Test")
+        )
+
+        repository = Repository(
+            pk=1,
+            slug="owner/repo",
+            name="repo",
+            clone_url="https://github.com/owner/repo.git",
+            default_branch="main",
+            git_platform=GitPlatform.GITHUB,
+        )
+
+        with github_client.load_repo(repository, "main") as loaded_repo:
+            assert loaded_repo == mock_repo
+
+        clone_url, clone_dir = mock_clone_from.call_args.args[:2]
+        branch = mock_clone_from.call_args.kwargs["branch"]
+        assert clone_url == "https://oauth2:token@github.com/owner/repo.git"
+        assert clone_dir.name == "repo"
+        assert branch == "main"
+        mock_writer.set_value.assert_any_call("user", "name", "daiv-agent-test[bot]")
+        mock_writer.set_value.assert_any_call("user", "email", "123456+daiv-agent-test[bot]@users.noreply.github.com")
diff --git a/tests/unit_tests/codebase/clients/gitlab/test_client.py b/tests/unit_tests/codebase/clients/gitlab/test_client.py
index 2fbff2de..bed8a72a 100644
--- a/tests/unit_tests/codebase/clients/gitlab/test_client.py
+++ b/tests/unit_tests/codebase/clients/gitlab/test_client.py
@@ -1,7 +1,8 @@
-from unittest.mock import Mock
+from unittest.mock import Mock, patch
 
 import pytest
 
+from codebase.base import GitPlatform, Repository, User
 from codebase.clients.base import Emoji
 from codebase.clients.gitlab.client import GitLabClient
 
@@ -19,92 +20,68 @@ def gitlab_client(self):
             client = GitLabClient(auth_token="test-token", url="https://gitlab.com")  # noqa: S106
             yield client
 
-    def test_has_issue_reaction_returns_true_when_reaction_exists(self, gitlab_client):
-        """Test that has_issue_reaction returns True when the current user has awarded the emoji."""
-        from codebase.base import User
-
-        mock_project = Mock()
-        mock_issue = Mock()
-        mock_award_emoji1 = Mock()
-        mock_award_emoji2 = Mock()
-
-        # Mock current_user as a cached_property
-        type(gitlab_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up award emojis
-        mock_award_emoji1.name = "eyes"
-        mock_award_emoji1.user = {"id": 456}  # Different user
-        mock_award_emoji2.name = "eyes"
-        mock_award_emoji2.user = {"id": 123}  # Current user
-
-        gitlab_client.client.projects.get.return_value = mock_project
-        mock_project.issues.get.return_value = mock_issue
-        mock_issue.awardemojis.list.return_value = [mock_award_emoji1, mock_award_emoji2]
-
-        result = gitlab_client.has_issue_reaction("group/repo", 123, Emoji.EYES)
-
-        assert result is True
-
-    def test_has_issue_reaction_returns_false_when_reaction_not_exists(self, gitlab_client):
-        """Test that has_issue_reaction returns False when the current user has not awarded the emoji."""
-        from codebase.base import User
-
-        mock_project = Mock()
-        mock_issue = Mock()
-        mock_award_emoji = Mock()
-
-        # Mock current_user as a cached_property
-        type(gitlab_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up award emoji from different user
-        mock_award_emoji.name = "eyes"
-        mock_award_emoji.user = {"id": 456}
-
-        gitlab_client.client.projects.get.return_value = mock_project
-        mock_project.issues.get.return_value = mock_issue
-        mock_issue.awardemojis.list.return_value = [mock_award_emoji]
-
-        result = gitlab_client.has_issue_reaction("group/repo", 123, Emoji.EYES)
-
-        assert result is False
-
-    def test_has_issue_reaction_returns_false_when_different_emoji(self, gitlab_client):
-        """Test that has_issue_reaction returns False when the current user awarded a different emoji."""
-        from codebase.base import User
-
+    @pytest.mark.parametrize(
+        ("award_emojis", "emoji", "expected"),
+        [
+            pytest.param([("eyes", 456), ("eyes", 123)], Emoji.EYES, True, id="reaction-exists-for-current-user"),
+            pytest.param([("eyes", 456)], Emoji.EYES, False, id="reaction-from-different-user"),
+            pytest.param([("thumbsup", 123)], Emoji.EYES, False, id="different-emoji"),
+            pytest.param([], Emoji.EYES, False, id="no-reactions"),
+        ],
+    )
+    def test_has_issue_reaction(self, gitlab_client, monkeypatch, award_emojis, emoji, expected):
+        """Test issue award emoji matching for user and emoji combinations."""
         mock_project = Mock()
         mock_issue = Mock()
-        mock_award_emoji = Mock()
-
-        # Mock current_user as a cached_property
-        type(gitlab_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        # Set up award emoji with different emoji
-        mock_award_emoji.name = "thumbsup"
-        mock_award_emoji.user = {"id": 123}  # Current user
-
+        mock_reactions = []
+        for name, user_id in award_emojis:
+            award_emoji = Mock()
+            award_emoji.name = name
+            award_emoji.user = {"id": user_id}
+            mock_reactions.append(award_emoji)
+
+        monkeypatch.setattr(type(gitlab_client), "current_user", User(id=123, username="daiv", name="DAIV"))
         gitlab_client.client.projects.get.return_value = mock_project
         mock_project.issues.get.return_value = mock_issue
-        mock_issue.awardemojis.list.return_value = [mock_award_emoji]
-
-        result = gitlab_client.has_issue_reaction("group/repo", 123, Emoji.EYES)
-
-        assert result is False
-
-    def test_has_issue_reaction_returns_false_when_no_reactions(self, gitlab_client):
-        """Test that has_issue_reaction returns False when there are no award emojis."""
-        from codebase.base import User
-
-        mock_project = Mock()
-        mock_issue = Mock()
-
-        # Mock current_user as a cached_property
-        type(gitlab_client).current_user = User(id=123, username="daiv", name="DAIV")
-
-        gitlab_client.client.projects.get.return_value = mock_project
-        mock_project.issues.get.return_value = mock_issue
-        mock_issue.awardemojis.list.return_value = []
-
-        result = gitlab_client.has_issue_reaction("group/repo", 123, Emoji.EYES)
-
-        assert result is False
+        mock_issue.awardemojis.list.return_value = mock_reactions
+
+        result = gitlab_client.has_issue_reaction("group/repo", 123, emoji)
+        assert result is expected
+
+    @patch("codebase.clients.gitlab.client.Repo.clone_from")
+    def test_load_repo_configures_git_identity_with_gitlab_user(self, mock_clone_from, gitlab_client, monkeypatch):
+        """Test load_repo configures local git identity to the GitLab user."""
+        mock_repo = Mock()
+        mock_writer = Mock()
+        mock_repo.config_writer.return_value.__enter__ = Mock(return_value=mock_writer)
+        mock_repo.config_writer.return_value.__exit__ = Mock(return_value=None)
+        mock_clone_from.return_value = mock_repo
+
+        gitlab_client.client.private_token = "token"  # noqa: S105
+        gitlab_client.client.user = Mock(
+            username="daiv-agent-test", public_email="daiv-agent-test@users.noreply.gitlab.com"
+        )
+        gitlab_client.client.auth = Mock()
+        monkeypatch.setattr(
+            type(gitlab_client), "current_user", User(id=123456, username="daiv-agent-test", name="DAIV Agent Test")
+        )
+
+        repository = Repository(
+            pk=1,
+            slug="group/repo",
+            name="repo",
+            clone_url="https://gitlab.com/group/repo.git",
+            default_branch="main",
+            git_platform=GitPlatform.GITLAB,
+        )
+
+        with gitlab_client.load_repo(repository, "main") as loaded_repo:
+            assert loaded_repo == mock_repo
+
+        clone_url, clone_dir = mock_clone_from.call_args.args[:2]
+        branch = mock_clone_from.call_args.kwargs["branch"]
+        assert clone_url == "https://oauth2:token@gitlab.com/group/repo.git"
+        assert clone_dir.name == "repo"
+        assert branch == "main"
+        mock_writer.set_value.assert_any_call("user", "name", "daiv-agent-test")
+        mock_writer.set_value.assert_any_call("user", "email", "daiv-agent-test@users.noreply.gitlab.com")