Hi, I'm Hari. I build fast, reliable software and lead teams shipping products. I write about engineering, machine learning, and the practical lessons you only get by doing.
CTO at LEM Verify
Building verification tooling that holds up in production.
Latest posts
AI Requires Better Management
AI gives teams more leverage, which makes weak direction, weak judgement, and weak management more expensive.
Don't Create Noise
Raising problems without solutions damages both the target and your own credibility.
Too Many Cooks Spoil Startup Strategy
Shared ownership kills speed. When everyone has a vote, no one owns the outcome, and nothing ships.
Runbooks Are Overrated
Runbooks prove you have a process. They rarely fix the thing that keeps paging you.
Metrics: The Clean Lie
Why teams keep shipping tidy graphs that prove the point they already wanted to make.
AI: Bigger Isn’t Always Better
How we used a taxonomy graph to route image classification through a chain of fast, specialized models.