Live public dashboard at stocks.ecbtx.com with a fully automated daily data pipeline. The peak/dip scanner finds post-earnings gap-down re-entry signals; AI enrichment runs on the Sovereign LLM Cluster (zero per-token cost).

PeakDipVibe is a market analytics dashboard at stocks.ecbtx.com powered by a daily ETL pipeline. A systemd timer runs Mon-Fri 15:30 CT to refresh OHLCV data via yfinance + Stooq + FMP into a 148 MB SQLite market.db. The peak/dip scanner identifies earnings gap-downs where fundamentals justify a re-entry, with a tunable pounce score for trade readiness. Earnings catalysts are auto-generated by the local Qwen 3.5 122B model running on the Sovereign LLM Cluster (zero per-token cost), with weekly recalibration on Fridays and monthly What-I-Learned AI reviews on the 1st. Coverage: S&P 500 + NASDAQ-100 + Dow 30 + the broader NASDAQ. Frontend is React 19 + Vite + Tailwind 4 + Recharts on Railway; backend FastAPI is on R730 via Tailscale.

• > 500+ tickers covered
• > 78 earnings events / week tracked
• > 50M+ OHLCV rows in market.db (148 MB)
• > 22 automated daily refreshes / 30d
• > On-prem Qwen 3.5 122B for case-study generation
• > Mon-Fri 15:30 CT systemd timer

• → Paywall premium signals / earlier alerts
• → Add weekly newsletter from monthly AI review
• → Mobile push for peak/dip events
• → Trade simulator monetization