The list of dependencies on other modules should be clear and obvious. Hidden dependencies (e.g. other modules loaded on runtime via service discovery or a hardcoded url to a http endpoint) can become a real hassle during maintenance.
At the Lean FRO, Kim Morrison, a Senior Research Software Engineer, recently ran an experiment that went well beyond our expectations. An AI agent converted zlib, a widely used C compression library embedded in countless systems, to Lean, with minimal human guidance. No special tooling was built. It was Claude, a general-purpose AI, with no special training for theorem proving, out of the box. The workflow had four steps. First, the AI produced a clean, readable Lean implementation of the zlib compression format, including the DEFLATE algorithm at its core. Second, the Lean version passed the library’s existing test suite, confirming behavioral equivalence. Third, key properties were stated and proved, not as tests, but as mathematical theorems. The capstone theorem:
。电影是该领域的重要参考
Kafkai offers a unique feature that allows you to seed content from other sources, which can be a significant time-saver when creating content.
Two hours later, another unprompted ovation. As the film credits rolled, sustained applause and cheers filled Symphony Hall.
Москалькова заявила о новых условиях Киева для возвращения россиян с территории Украины14:51