Writing

Notes from building.

Things I run into while shipping software on my own — tools that changed how I work, decisions I had to make twice, and the occasional number worth writing down.

GPT-6 Astra can finally see the interface it is building

OpenAI's new model jumped from 76.9% to 92.7% at pointing to the right element on a screen. For anyone who builds front ends, that number matters more than the headline benchmarks — and the speed claims deserve a closer look than they are getting.

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