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  • 7 min read

AI Attribution Governance: Enforcing AI Disclosure Policies at the CI Level

The open-source ecosystem is converging on a hard question: when a commit is written with AI assistance, how do we know — and how do we enforce the disclosure policy?

Python's discourse, Linux kernel's Assisted-by trailer, Fedora's AI policy, Apache's disclosure guidelines — every major project is grappling with this. But until now, there has been no tool at the CI level to enforce whatever policy a project chooses.

Commit Check v2.11.0 introduces AI Attribution Governance — a new feature that detects known AI tool signatures in commit messages and lets projects decide whether to forbid them outright. To our knowledge, no existing tool enforces this kind of policy at the CI level.

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  • 6 min read

AI-native: JSON output and a Python API

More and more commits are written — or at least drafted — by AI agents and automation. So Commit Check is also built for machines — not just humans reading terminal output. This post covers the two features that make that possible: machine-readable JSON output and an import-friendly Python API.

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  • 7 min read

From zero-config to org-wide policy

Commit Check works the moment you install it, but its real strength shows up when you start shaping the policy to fit your team. This post covers everything from the default behavior to organization-wide shared configuration.