The Engineering-AI Gap
Reflections on Technical Product Management, "Vibe Coding," and building production-grade AI systems from Dhaka, Bangladesh.
What Is Vibe Coding? A Practitioner's Definition
Vibe coding is the fastest path I have found from idea to user feedback. It is not chaos coding, and it is not "let the AI do everything." Here is what it actually is.
Technical PM vs Product Manager: When You Need Each
The role market is confused about Technical PMs. Most companies hire one when they need a regular PM, or hire a regular PM when they need a Technical one. Here is how to tell which is which.
How I Build AI MVPs in 2 Weeks with FastAPI and Gemini
Two-week AI MVPs are not a marketing claim. Here is the actual day-by-day breakdown — from spec to deployed URL — including the tradeoffs I make and the corners I refuse to cut.
From Industrial Engineering to Technical PM: My Career Path
Industrial engineering does not look like a Technical PM track on paper. It is one of the best preparations for the role I have seen. Here is why, and how I made the pivot.
Prompt Engineering Cheatsheet for Product Managers
Prompt engineering for PMs is not about jailbreaks or clever tricks. It is about getting the LLM to do the boring 80% of your work so you can spend your day on the 20% that matters.
Stay updated
No spam. Just hard-won insights on shipping AI products and building high-velocity engineering teams.