The Sahil Bachu
Vol. I · No. 579Rochester, New York, Thursday, September 24, 2026Chat agent · Page B24
All workSection B · Page B24

Chat agentATLAS

A Project Manager for Your Life, Living in WhatsApp

A WhatsApp agent that logs workouts, meals and study sessions from plain messages and manages your calendar with 13 tools.

By Sahil BachuAgentsPrototype

Graphic5 steps
  1. MessageWhatsApp text via Twilio webhook
  2. ContextProfile, goals, modes and today's logs
  3. ToolsLLM calls from 13 tools in a loop
  4. Store9-table Supabase schema
  5. RemindAPScheduler sends snoozed follow-ups
What happens inside ATLAS, in order.Graphic: The Sahil Bachu

Rochester, N.Y. ATLAS (Adaptive Task and Life Administration System) is a strict project manager for my life, and it lives in WhatsApp. Text it "bench 100kg 3x5" and it logs the workout, totals the volume and spots a personal record. Text it a meal and it tracks macros. It reads and changes my Google Calendar, reschedules around weather and air quality, and follows up later when I snooze something.

Messages come in through a Twilio webhook to FastAPI. Each one goes to Llama 3.3 70B on Groq with a context prompt built from my profile, preferences, active modes (like exam season), goals and today's logs, and the model calls from 13 tools in a loop until it's done. Everything lands in a 9-table Supabase Postgres schema, and an APScheduler job sends snoozed reminders when they come due. It's about 6.1k lines of Python.

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