MaxiCLI
WhatsApp commerce platform · AI-powered
A full platform that turns WhatsApp into an AI-powered sales and customer-service channel — dashboard, automatic orders, reports, and an AI assistant for your team.
- Role
- Solo architect & lead engineer
- Status
- Built to production-grade
- Period
- 2024 — 2025
- Domain
- Conversational commerce
Small businesses running on WhatsApp lose orders to the chaos: messages scattered across phones, no record of what was promised, no numbers to look at, and everything done by hand. Ready-made chatbots are too rigid, and building your own takes forever.
One platform where every business's data stays fully separate, an AI assistant that proposes actions but never runs them on its own, and a foundation built to keep growing without breaking.
Tenancy & data
PostgreSQL with row-level scoping per tenant, pgvector for retrieval, Redis for queues and ephemeral state. Alembic migrations tied to spec docs.
Agent layer
Dual-model setup — a fast model for routing and extraction, a stronger model for reasoning. Tool-calling with idempotency keys and structured pending actions.
Realtime
WebSocket fan-out to the admin dashboard, with optimistic updates and re-sync on reconnect.
Quality
220+ test files covering domain rules, schema constraints, and agent contracts before they reach production.
- Built to production quality end to end — ready to serve real businesses.
- Work that used to take hours became a single confirmation click.
- Structured so new features ship fast without breaking what already works.