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Notes from the build

Things I learned the expensive way, written down so the next project goes better.

14 July 2026AI Engineering
Building AI agents that survive contact with production
Demo agents work because nothing is at stake. Here is what changes when real users, real money and real edge cases show up.
8 min read
2 May 2026Web Performance
A performance budget your team will actually hold
Lighthouse scores decay the moment the launch is over. A budget only works when it fails the build, not the vibes check.
6 min read
19 March 2026Freelancing
How I scope fixed-price work without losing money
Fixed price is only dangerous when the scope is vague. The discovery call is where that gets solved — or doesn't.
5 min read

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