TFG LABS
OPEN EXPERIMENTS, PUBLISHED AS WE LEARN
We don't debate the future.
We prototype it.
Every project here began as a question we couldn't put down. We fund them ourselves, build them fast, open-source what's useful, and keep what the market votes for.
9Experiments and counting
4Live products
100%Self-funded
2Builders, no committee
The experiments.
PRODUCTS · OPEN SOURCE · RESEARCH
Product · Chrome Extension
01
Decker.
Record the meeting, leave with the deck. Decker turns a live Google Meet into a polished presentation before anyone hangs up: tab audio in, live transcription, a finished deck out. Built for the meetings you need to close.
Agentic Pipeline
02
Leads Engine.
From ideal-customer profile to booked discovery calls, untouched by hand. An agentic B2B pipeline that researches accounts, qualifies them, personalises outreach, and follows up until the meeting is on the calendar.
Consumer AI
03
AI Astrology Guru.
Classical Jyotish, computed properly. Swiss Ephemeris precision, real lagna, nakshatra and dasha analysis, and an AI astrologer honest enough to say when the classical methods disagree. Ancient system, modern rigour.
Open Source · Dev Tools
04
Vibe Testing.
QA for the vibe-coding era. A code-aware browser-testing agent with thirteen MCP tools for Claude Code, Cursor and Windsurf: it reads your codebase, drives a real browser, tests everything, and reports back with screenshots.
Open Source
05
AI-First Design System.
What should interfaces look like when AI is in the room? An open-source, research-backed UI framework where every component ships in classic and AI-enhanced modes, with trust, accessibility and customisation built in.
Research · Markets
06
AI Trading Desk.
An audit-first AI trading desk for Indian equities: signal generation, meta-labeling, a GPT judge writing trade cards with evidence, a human approving every order, and kill switches that don't negotiate.
Product · Coaching
07
Ask Llama.
A personal coach that never sleeps. Ask Llama gives teams round-the-clock, judgment-free guidance, built on a simple belief: most people don't need more answers, they need a good question at the right moment.
Tool
08
Image Cleazer.
Drop in messy images, get clean ones back. A fast, browser-based AI clean-up tool we built in an afternoon to scratch our own itch, and kept because it keeps being useful.
Research · Stealth
09
IDK.
Some experiments aren't ready to explain themselves. This one is currently teaching us the most, which is exactly why we're not talking about it yet.
WHY LABS EXISTS
The question we keep returning to:
The question we keep returning to:
what does AI look like when it expands people?
Client work answers other people's questions. Labs answers ours. No committee, no roadmap theatre: a question worth losing sleep over, a prototype by the weekend, and the market as the only reviewer.
Built to find out.
CONTACT
Got a question worth prototyping?
Got a question worth prototyping?
So do we.
If one of these experiments belongs inside your business, or you're carrying an idea that deserves a working prototype, one honest conversation starts it.