01Featured · AI agent on WhatsApp · multi-tenant SaaS
Tucán Digital
2026Contract developer · Kama
A school assistant that lives in WhatsApp. Teachers publish homework by sending a normal message or a voice note, parents get notified and can ask about their kids, and the school sees it all in a web panel. An LLM agent decides which tools to call; the code only implements the tools it is allowed to use. Multi-tenant from the first line: every school shares one number and one backend, with data isolated per school.
- Tool-use agent loop on Amazon Bedrock (Claude Haiku, Mistral as fallback)
- Voice notes transcribed to tasks; assignment PDFs stored on Cloudflare R2
- Hand-built React 19 panel with per-school metrics and roles
- In production on Render (Postgres 16, nightly backups), 1,200+ automated tests in CI
- Python
- FastAPI
- PostgreSQL
- Amazon Bedrock
- WhatsApp Cloud API
- React
- Render








