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`lf-lean`: The frontier of verified software engineering

Introduction As AIs automate increasingly complex software tasks, one question gets harder to answer: how do we know the code they produce is correct? The standard approach of reviewing AI-generated code and its tests doesn’t scale. Human review effort grows proportionally with code volume, while AI code generation capacity grows exponentially. 1 1 Frontier software engineering typically…

Catching bugs with fractional proofs

Fractional proof decomposition fuses partial evaluation and property-based testing to scale testing compute logarithmically with bug rarity, instead of linearly. Introduction Most large projects have a limited compute budget for testing, lest it slow down the CI pipeline. This means missing rare edge cases until customers find them in production. I love formal verification! And I want to bring the…

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