Blog
Notes from the ground truth.
Writing on evals, ground truth, and shipping reliable AI - what we're learning as we build.
No posts yet - we’re writing. Here’s what’s on the way.
What we’re writing about
What 'good' actually means
Learning the bar from your own traffic instead of a public leaderboard.
Running the cheapest model that clears the bar
Cutting spend without losing quality - with the proof to back it.
Catching regressions before your users do
Surfacing where and why your AI fails, automatically.
Re-checking models as they ship
Comparing every new model against your own benchmark.