Full-stack developer · Aug – Oct 2026
Personal Assistant Bot
- Intents, each validated by a Zod schema
- 38
- Test commands routed correctly (my own set, so a smoke test)
- 31/31
- Lower cost per call across the chain (21-message benchmark)
- ~65%
- Lower batch latency than sequential parsing (7 receipts)
- ~77%
Overview
A serverless Telegram assistant built around an orchestrator agent that calls tools for expenses, calendars, to-dos, a guided workout coach, habit streaks, inbox triage, bill splitting and email, from text, voice notes or photos. A three-model chain tries the cheapest model first and fails over to the next.
Stack
Next.js · TypeScript · Vercel AI SDK · Claude · Gemini · Perplexity Sonar · Google Cloud Pub/Sub · Gmail, Sheets and Calendar APIs · Zod