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Release health for AI-built apps: let every build carry its verdict

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Release health for AI-built apps: let every build carry its verdict
D
Dave Kurian

Your app launched, the first strangers are using it, and now the only question that matters is whether each new build makes things better or worse. Crash counts cannot answer that — a release with twice the users and twice the crashes can still be healthier than the one before it. Release health answers it properly: the share of users and sessions that survive each version crash-free, tracked per release, compared against the one before. If you instrument one production metric this month, make it this one.

Release health is not another dashboard to admire. It is the acceptance test for every build you ship from here on: a release that drops crash-free users below your baseline does not get a follow-up feature, it gets a fix.

This is an excerpt. Read the full post at otf-kit.dev/blog/release-health-production-ai-app — full-stack kits your AI coding agent can actually ship to production. Browse the kits →

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