Microsoft Research introduced the Proof-Driven Development Kit to address trust issues in AI-generated code.

Microsoft Research introduced the Proof-Driven Development Kit to address trust issues arising from the difficulty of reviewing AI agent-generated code line by line. The tool converts developers' natural language intent into Verus specifications, applying formal methods used in safety-critical systems to mathematically verify as much as possible that the generated code complies with these specifications, while clearly marking parts not covered by the proof. Researchers detailed this approach in an MSR blog post.