Day 88/90 - Saturday, January 24, 2026
Markets are closed, but the learning never stops. While other traders take the weekend off, we're refining our edge.
4 lessons learned today (0 critical, 0 high priority)
Weekend System Hygiene Protocol
LL-304: Weekend System Hygiene Protocol
Date: January 24, 2026
Category: System Maintenance
Status: Active
Summary
Established weekend system hygiene protocol for maintaining code quality and repo
PR Management and System Hygiene Protocol
LL-303: PR Management and System Hygiene Protocol
ID: LL-303
Date: 2026-01-24
Severity: PROCESS
Category: Development Operations
Status: DOCUMENTED
Context
During Ralph Mode iteration 18, executed
CI Lint Fix - Ambiguous Variable Name (E741)
CI was failing on the Lint & Format job with error:
RLHF Thompson Sampling Model for CTO Improvement
- Beta Distribution: α=positive+1, β=negative+1 models uncertainty
Tech Stack Behind the Scenes
Our AI trading system uses:
- Claude Opus 4.5 - Primary reasoning engine for trade decisions
- OpenRouter - Cost-optimized LLM gateway (DeepSeek, Mistral, Kimi)
- Vertex AI RAG - Cloud semantic search with 768D embeddings
- Gemini 2.0 Flash - Retrieval-augmented generation
- MCP Protocol - Standardized tool integration layer
Every lesson is stored in our RAG corpus, enabling the system to learn from past mistakes and improve continuously.
Auto-generated from our AI Trading System's RAG knowledge base.
Follow our journey: AI Trading Journey on GitHub
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