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Assurance Envelopes for Autonomous Coding Agents: Minimum-Cost Evidence for Software Change
When a coding agent returns to existing software, it inherits evidence from earlier engineering work: tests, type checks, proofs, static analyses, and traces. Reloading all of it is wasteful, but dropping a piece the change depends on can leave a required property unsupported. Given the properties a
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