Built an AI agent that refuses to make things up — if the research is thin, it says so instead of inventing stats. 2 agents, 1 handoff, 0 hallucinated sources.
Built an AI customer support bot for $0.00.
n8n + FastAPI + local embeddings + Groq + Telegram + Cloudflare Tunnel — all free.
Real cost: 6 hours fighting one Docker bug (host.docker.internal, not localhost).
Not production-ready. But it works, for free.
Small businesses lose leads because nobody replies fast enough.
So I built an AI agent that fixes this:
→ Lead comes in
→ AI scores it Hot/Warm/Cold
→ Auto-drafts + sends a reply
→ Team gets alerted instantly
Dm “LEADS” if you want one. #buildinpublic#automation#ai
