Priority shifted
Paused for the sport-management fine-tuning project. Archive online · code intact · ready to reactivate.
End-to-end automated pipeline
Archived schedule — daily 18:00 Paris build documented
telegram_veille.py — Telethon API
9 sources — messages since midnight Paris time
OpenRouter → Gemini 2.0 Flash, single pass
Auto-rotation — max 100 entries — indexed & categorized
Next.js 14 // intel-dashboard-telegram.netlify.app
Human + AI workflow
Need identification
Replace manual monitoring with an AI-ranked daily top 10 from nine Telegram channels.
Architecture
Telethon for collection, Gemini for ranking and Notion for storage.
Specifications
Define dashboard UX, source list, ranking rules, schedule and database rotation.
Parallel build
Next.js dashboard and Python pipeline developed as two connected workstreams.
Iteration loop
Test → identify limits → refine specs → prompt → validate.
Operational result
Nine channels, eight categories, one daily top 10 for about $1 per month.