15 min read
AI Is Changing How Work Moves, Not Just the Tools We Use
Most companies treat AI as a tooling upgrade. The real advantage comes from redesigning workflows to learn and adapt faster.
My Writings
Thoughts on AI-enabled product development, workflows and lessons from taking real systems from build to deployment.
6 min read
When AI Agrees Too Easily, It Makes You Worse
AI that flatters too easily is not helpful. It weakens judgment, hides uncertainty and becomes dangerous in coding work.
5 min read
Why I Stopped Trusting “Done” from AI Coding Agents
Using one coding agent to build and another to verify changed outcomes more than model upgrades alone.
6 min read
What Product Management Looks Like in the AI Era
AI made execution cheaper. That raises the value of product work upstream: framing problems, reducing ambiguity and verifying intent before drift ships.
14 min read
The Wrong Scale
Deployment is necessary, but not sufficient. India cannot build long-term systems on rented intelligence.