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Practical, durable notes on reliable AI practice, from the team that ships with it.

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Foundations Featured

How to catch AI when it makes things up

AI states wrong things in a confident voice. You can't stop that, but you can run a short, repeatable loop that catches most of it before the work leaves your desk. Here is the method, and where it stops.

Michael Linhardt Michael Linhardt 8 min read
For teams

Your AI rollout needs more than early adopters

A few people getting strong results from AI is not the same as a team that does. Turning scattered wins into a shared, dependable practice is something you design, not something a tool hands you. Here is what that work looks like, and the one thing it cannot promise.

Michael Linhardt Michael Linhardt 11 min read