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Marginal

Marginal

Governance that AI coding agents have to earn

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Marginal is an open-source governance layer for AI coding agents. It starts in Shadow Mode, collects verifiable runtime evidence, and only earns limited enforcement authority when the evidence supports it.

Marginal makers

Here are the founders, developers, designers and product people who worked on Marginal

SignalLayer LabsIndependent open-source technology lab.
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