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⚡ AI Lessons

Dev.to · Bryan Williams
22h ago
Missing Is Not False
Missing Is Not False A while back I wrote about what breaks when you turn government open...

Dev.to · Bryan Williams
2d ago
Neverclosed: a 24/7 AI receptionist for small businesses — what it is, why we built it, and how it works
What it is Neverclosed is an always-on receptionist for small businesses. It lives on a...

Dev.to · Bryan Williams
3d ago
What Broke When We Turned Government Open Data Into Agent-Callable Evidence
Government open data looks deceptively easy from a distance. Find an endpoint. Make a request....

Dev.to · Bryan Williams
3d ago
Installed Is Not Active: Why an AI Harness Has to Prove Itself
There is a difference between installing a system and proving that it is operating. We learned that...

Dev.to · Bryan Williams
3d ago
We fixed the eval platform we're competing on: a TypeError that crashed three benchmark pipelines
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. The PR:...

Dev.to · Bryan Williams
4d ago
"Trust this file over the exit status": the note our test suite left itself — that nothing ever read
This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. This is the story...

Dev.to · Bryan Williams
4d ago
One conversation, four cards: the dashboard bug with three root causes stacked on top of each other
This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. ...
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