theVibeCoder.works
AI Research & Consulting · India
Notebook to production.
That's where we live.
We build agents, data copilots, and the infrastructure that keeps them running. For teams who'd rather ship than hire.
- question to answer
- 8–15s
- forecast horizon, 95% bands
- 90d
- surfaces — WhatsApp and web
- 2
- dashboards to learn
- 0
Your AI team.
You don’t need 5 ML engineers. You need one house that’s already built what you’re trying to build.
Every number below runs in production
~10ms
to search 300 columns
Local embedding, hybrid keyword + vector. No network call in the hot path — warm workers only, and we say so.
SELECT-only
enforced by a real SQL parser
An LLM that writes SQL is easy. Letting it near production data is the actual product. 1GB fail-closed cost cap, tenant isolation denied by default.
Nightly
learning engine, unattended
Reads the day’s conversations, synthesises structured memory, and injects it back at query time. Runs at 3 AM without a human.
One JSON call
routes intent and language
Hinglish in, Hinglish out — romanised, never Devanagari. No translation layer, no locale dropdown. The question is the instruction.
We don’t advise from slides. We advise from shipping.
Where those numbers come from
TARS
Conversational analytics for multi-outlet F&B. Tells you what happened. Why. What to do. And what’s coming next. On WhatsApp and web.
We built it for ourselves, and it runs in production. That’s the whole pitch — imagine what we build for you.
Meet TARS →Are you an AI builder?
Be part of the AI dev ecosystem.
Open-source. Hackathons. Workshops.
hello@thevibecoder.works