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86 changes: 43 additions & 43 deletions documents/workshop_path.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,63 +4,63 @@ Legend: ⛰ Obstacle | 🧩 Pattern | ⚠️ Anti-pattern

## Section 1: Context Management
### Foundations
- [⛰️Cannot Learn](documents/obstacles/cannot-learn.md)
- [⛰️Context rot](documents/obstacles/context-rot.md)
- [🧩 1 Context management](documents/patterns/context-management.md)
- [🧩 2 Knowledge Document](documents/patterns/knowledge-document.md)
- [🧩 3 Ground rules](documents/patterns/ground-rules.md)
- [🧩 4 Extract Knowledge](documents/patterns/extract-knowledge.md)
- [⛰️Cannot Learn](obstacles/cannot-learn.md)
- [⛰️Context rot](obstacles/context-rot.md)
- [🧩 1 Context management](patterns/context-management.md)
- [🧩 2 Knowledge Document](patterns/knowledge-document.md)
- [🧩 3 Ground rules](patterns/ground-rules.md)
- [🧩 4 Extract Knowledge](patterns/extract-knowledge.md)

### Focus
- [⛰️ Limited Context Window](documents/obstacles/limited-context-window.md)
- [⚠️ 5 Distracted Agent](documents/anti-patterns/distracted-agent.md)
- [⛰️ Limited Focus](documents/obstacles/limited-focus.md)
- [🧩 6 Focused Agent](documents/patterns/focused-agent.md)
- [🧩 7 References](documents/patterns/reference-docs.md)
- [🧩 8 Knowledge Composition](documents/patterns/knowledge-composition.md)
- [⛰️ Limited Context Window](obstacles/limited-context-window.md)
- [⚠️ 5 Distracted Agent](anti-patterns/distracted-agent.md)
- [⛰️ Limited Focus](obstacles/limited-focus.md)
- [🧩 6 Focused Agent](patterns/focused-agent.md)
- [🧩 7 References](patterns/reference-docs.md)
- [🧩 8 Knowledge Composition](patterns/knowledge-composition.md)

### Noise
- [⛰️ Excess Verbosity](documents/obstacles/excess-verbosity.md)
- [🧩 9 Semantic Zoom](documents/patterns/semantic-zoom.md)
- [🧩 10 Noise Cancellation](documents/patterns/noise-cancellation.md)
- [⛰️ Excess Verbosity](obstacles/excess-verbosity.md)
- [🧩 9 Semantic Zoom](patterns/semantic-zoom.md)
- [🧩 10 Noise Cancellation](patterns/noise-cancellation.md)

## Section 2: Reliability & Quality
### Non-Determinism
- [⛰️ Non-Determinism](documents/obstacles/non-determinism.md)
- [🧩 11 Knowledge Checkpoint](documents/patterns/knowledge-checkpoint.md)
- [🧩 12 Parallel Implementations](documents/patterns/parallel-implementations.md)
- [🧩 13 Offload Determinism](documents/patterns/offload-deterministic.md)
- [⛰️ Non-Determinism](obstacles/non-determinism.md)
- [🧩 11 Knowledge Checkpoint](patterns/knowledge-checkpoint.md)
- [🧩 12 Parallel Implementations](patterns/parallel-implementations.md)
- [🧩 13 Offload Determinism](patterns/offload-deterministic.md)

### Hallucinations and Complexity
- [⛰️ Hallucinations](documents/obstacles/hallucinations.md)
- [⚠️ 14 Perfect Recall Fallacy](documents/anti-patterns/perfect-recall-fallacy.md)
- [🧩 15 Playgrounds](documents/patterns/playgrounds.md)
- [⚠️ 16 Unvalidated Leaps](documents/anti-patterns/unvalidated-leaps.md)
- [⛰️ Degrades Under Complexity](documents/obstacles/degrades-under-complexity.md)
- [🧩 17 Chain of Small Steps](documents/patterns/chain-of-small-steps.md)
- [⛰️ Hallucinations](obstacles/hallucinations.md)
- [⚠️ 14 Perfect Recall Fallacy](anti-patterns/perfect-recall-fallacy.md)
- [🧩 15 Playgrounds](patterns/playgrounds.md)
- [⚠️ 16 Unvalidated Leaps](anti-patterns/unvalidated-leaps.md)
- [⛰️ Degrades Under Complexity](obstacles/degrades-under-complexity.md)
- [🧩 17 Chain of Small Steps](patterns/chain-of-small-steps.md)

### Forcing Compliance
- [⛰️ Selective Hearing](documents/obstacles/selective-hearing.md)
- [🧩 18 Hooks](documents/patterns/hooks.md)
- [🧩 19 Reminders](documents/patterns/reminders.md) (User Reminders, TODOs, Instruction Sandwich)
- [⛰️ Selective Hearing](obstacles/selective-hearing.md)
- [🧩 18 Hooks](patterns/hooks.md)
- [🧩 19 Reminders](patterns/reminders.md) (User Reminders, TODOs, Instruction Sandwich)

## Section 3: Steering
- [⛰️ Black Box AI](documents/obstacles/black-box-ai.md)
- [⛰️ Compliance Bias](documents/obstacles/compliance-bias.md)
- [⚠️ 20 Silent Misalignment](documents/anti-patterns/silent-misalignment.md)
- [🧩 21 Active Partner](documents/patterns/active-partner.md)
- [🧩 22 Check Alignment](documents/patterns/check-alignment.md)
- [🧩 23 Context Markers](documents/patterns/context-markers.md)
- [⚠️ 24 Answer Injection](documents/anti-patterns/answer-injection.md)
- [⚠️ 25 Tell Me a Lie](documents/anti-patterns/tell-me-a-lie.md)
- [🧩 26 Reverse Direction](documents/patterns/reverse-direction.md)
- [🧩 27 Text Native](documents/patterns/text-native.md) (ASCII)
- [⛰️ Black Box AI](obstacles/black-box-ai.md)
- [⛰️ Compliance Bias](obstacles/compliance-bias.md)
- [⚠️ 20 Silent Misalignment](anti-patterns/silent-misalignment.md)
- [🧩 21 Active Partner](patterns/active-partner.md)
- [🧩 22 Check Alignment](patterns/check-alignment.md)
- [🧩 23 Context Markers](patterns/context-markers.md)
- [⚠️ 24 Answer Injection](anti-patterns/answer-injection.md)
- [⚠️ 25 Tell Me a Lie](anti-patterns/tell-me-a-lie.md)
- [🧩 26 Reverse Direction](patterns/reverse-direction.md)
- [🧩 27 Text Native](patterns/text-native.md) (ASCII)

---

## Not In the Talk
- [🧩 Polyglot AI](documents/patterns/polyglot-ai.md)
- [🧩 Borrow Behaviors](documents/patterns/borrow-behaviors.md)
- [🧩 Softest Prototype](documents/patterns/softest-prototype.md)
- [🧩 Take All Paths](documents/patterns/take-all-paths.md)
- [🧩 Shared Canvas](documents/patterns/shared-canvas.md)
- [🧩 Polyglot AI](patterns/polyglot-ai.md)
- [🧩 Borrow Behaviors](patterns/borrow-behaviors.md)
- [🧩 Softest Prototype](patterns/softest-prototype.md)
- [🧩 Take All Paths](patterns/take-all-paths.md)
- [🧩 Shared Canvas](patterns/shared-canvas.md)