Content Refinery: The Alpha Pipe

Distilled Telegram-to-Gemini Intelligence Conduit

Content Refinery (V3.0) is a simplified, high-performance Cloudflare Workers application that transforms raw Telegram noise into actionable market intelligence. It decomplects the complex ingestion process into a singular "Alpha Pipe."

Core Flow (The Pipe)

1. Ingest: Stateless Telegram Bot API webhook listener.
2. Deduplicate: Content-hash check via SQLite to prevent redundant processing.
3. Analyze: Munger-Li Lu "Latticework" protocol for multidisciplinary alpha extraction.
4. Mirror: Delivery of "tl;dr takes" with forensic audits and structural analysis.

Features

• Mungerian Intelligence: AI agent embodying Charlie Munger and Li Lu—using inversion and mental models to filter folly.
• Zero Accidental Complexity: Removed auxiliary background agents and redundant storage operations.
• Operation Storm Prevention: In-memory counters and hash deduplication to minimize SQL row reads.
• High-Density Output: Minimal noise, 4000-character limited "tl;dr takes" with tickers and audit logs.

Quick Start

# Development
npm run dev

# Typecheck
npm run typecheck

# Deploy
npm run deploy

Documentation

• Product Requirements
• Architecture & Design
• Roadmap

Stack

• Runtime: Cloudflare Workers (Durable Objects)
• Logic: Alpha Pipe (TypeScript)
• AI: Gemini 2.5 Flash
• Storage: SQLite (Durable Object Storage)

License

Proprietary - Critical Insight © 2026