Day 81: What We Learned - January 17, 2026
Day 81 of 90 | Saturday, January 17, 2026
Answer Block
Answer Block: 9 days remaining in our journey to build a profitable AI trading system.
9 days remaining in our journey to build a profitable AI trading system.
Markets are closed, but the learning never stops. While other traders take the weekend off, we’re refining our edge.
Important Discoveries
Not emergencies, but insights that will shape how we trade going forward.
Webhook Trade Data Source Mismatch
LL-230: Webhook Trade Data Source Mismatch (Jan 17, 2026)
Severity: HIGH
Summary The RAG Webhook was showing tradesloaded=0 on Cloud Run because it looked for local trades.json files fir
Today’s Numbers
| What | Count |
|---|---|
| Lessons Learned | 1 |
| Critical Issues | 0 |
| High Priority | 1 |
| Improvements | 0 |
The Journey So Far
We’re building an autonomous AI trading system that learns from every mistake. This isn’t about getting rich quick - it’s about building a system that can consistently generate income through disciplined options trading.
Our approach:
- Paper trade for 90 days to validate the strategy
- Document every lesson, every failure, every win
- Use AI (Claude) as CTO to automate and improve
- Follow Phil Town’s Rule #1: Don’t lose money
Want to follow along? Check out the full project on GitHub.
Day 81/90 complete. 9 to go.
| *Related: Complete Guide to AI Iron Condor Trading | Feedback-Driven Context Pipelines* |