Writing

Things I've written.

August 2026 · Essay · React & AI-Native Engineering

Deriving State Is a Correctness Guarantee, Not a Performance Trick

The reason to derive state instead of storing it isn't performance — it's correctness. And in the age of AI-written code, spotting the difference is the job.

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July 2026 · Essay · AI & Engineering Careers

Where Do the Senior Engineers of 2035 Come From?

AI absorbed the exact work that used to forge juniors — and the market hasn't priced the bill it's about to receive.

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May 2026 · Prompt Engineering · Case Study

CLAUDE.md Token Optimization

From score 42 to 96. A real audit that cut 59% of tokens with zero functionality lost.

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