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2026-09-18-v3.0

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Compare AI Coding Adoption

Compare compatible repository observations under the same detector rules and measurement window.

Compare AI coding adoptionTransparent Git evidence with versioned detector rules.

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Inspect a repository now.

Enter an owner/repository slug. If a measured observation exists, qmmit opens its evidence page; otherwise the live scan flow explains the next step.

Why qmmit uses commit evidence

Text classifiers can confuse generated and human-written source code. qmmit instead counts explicit agent identities and co-author trailers in Git metadata, then publishes the numerator, denominator, ruleset, and time window.

Verify the methodology → · Browse detected agents → · Browse language ecosystems →