~paul

@paulvall.dev

generalist 🇲🇽 | guac enjoyer 🥑 | be kind to each other ✌🏻 | @astro.build @bomb.sh @e18e.dev @studiocms.dev @tauri.app

built a claude code plugin around typesafe's jev, the new model that returns probabilities instead of prose jev-shadow asks it 5 hazard questions about every command claude proposes and logs the answers next to what claude code's own classifier decided. zero latency, changes nothing

GitHub - dreyfus92/jev-shadow: claude code plugin that measures jev before trusting it: background verdicts, joined with the classifier's real denials, and a report

claude code plugin that measures jev before trusting it: background verdicts, joined with the classifier's real denials, and a report - dreyfus92/jev-shadow

github.com

naur said it in 1985, the real product of programming is the theory that forms in the minds of the people who built it. code is just a lossy artifact of that theory. ai made code cheap. it did nothing for theory. we're shipping artifacts faster than anyone can rebuild what they mean.