You ship the feature. Tests pass. The PR looks clean.
Source: [Dev.to](https://dev.to/panav_mhatre_732271d2d44b/why-your-claude-generated-code-works-but-feels-wrong-and-what-to-do-about-it-4407)
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A new layer is consolidating in the agent stack, and it has a name now: pre-action authorization. The idea is clean. Before an agent executes a tool call, a deterministic policy engine intercepts it, checks it against declarative rules, and signs an audit record.
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