AI-native engineering, measured

Your AI spend is a mystery. So are your coding interviews.

Both break for the same reason — nobody can see how AI actually gets used, by a candidate or by your own engineers. plaiback replays it end to end: every prompt, tool call, and diff. Point it at your team to cut AI costs, or at candidates to hire for real skill.

For your team

Plaiback Kata

A quarterly practice exercise for engineers already on the job. Anonymized scoreboard, opt-in coaching, real signal on where your AI budget goes.

See Plaiback Kata For hiring

Plaiback Hiring

Give every candidate a built-in, fully-logged Claude agent inside a real IDE, and watch how they drive it — not just what they ship.

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Not sure which fits? Tell us what you're solving for and we'll point you the right way.