About
Build with AI, with discipline
A small-batch bootcamp for working professionals who want to use AI tools the way that actually ships work — spec first, prompt later.
Raju H
I help professionals build with AI the right way — with specs, not guessing. Senior tech lead by day, AI practitioner by craft. I run small-batch bootcamps in Dhaka where each participant ships a real deliverable, not slides. The premise: AI tools don't fail because people prompt them wrong. They fail because people skip the spec. Five days, twenty participants, one habit that compounds.
Why this exists
Most people use AI by typing what they want and correcting the output a dozen times. It works for throwaway drafts and falls apart the moment the work has to be real. The fix isn't a better model — it's writing a clear spec before you prompt, so the AI follows a contract instead of guessing. That single habit is what the bootcamp is built around. Read the full argument in Spec-Driven AI Explained.
Who it's for
Working professionals — engineers, analysts, designers, founders, operations leads — who already use AI a few times a week and want to use it with more discipline. It's not for absolute beginners, and it's not for advanced researchers building agentic systems professionally.
What you can do right now
- See the current bootcamp and join the next batch.
- Read the blog for the methodology, tool deep-dives, and case studies.
- Try the free browser tools — no login, no AI tokens.