Writing
- The Irreducibility of Production Experience in SoftwareEssay
Every software system contains two kinds of knowledge. Systems knowledge is replicable; AI has made it near-free. Production knowledge is irreducible; only running in the real world can teach it. That gap is your moat.
April 12, 2026
- LLMs Quietly Cheat on Repos They've Already SeenEssay
SWE-bench numbers look impressive. But a large chunk of those benchmarks run on public repos the model was trained on. Your enterprise codebase is a closed book, and the performance gap is real.
April 2, 2026
- What I Told 100 Founders About Raising VCFounder's Log
I gave a talk at KSUM's VC 101 Bootcamp in Kochi. This is the version I'd write for myself -- the stuff nobody tells you before you're already in the middle of it.
March 15, 2026