Learn how to detect stereotypes in LLMs across embeddings, prompts, and generated text, with Python code, charts, and a ...
This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.
For stochastic models that can generate different outputs from identical inputs, property-based testing helps identify which input patterns make the model unstable.
AI writes fast and leaves API keys in your code. I built three tiny Python tools to find vulnerable packages, reachable CVEs ...
这篇内容记录一次可复现的 Agent 实战:在一个小型 Python 仓库中,让 Claude Code 作为命令行 Agent,定位失败用例、修改源码、复跑 pytest,并产出最终 patch 与仍失败用例清单。默认供应商使用 ...
本文要完成的事情很具体:拿一个故意失败的 Python 仓库,用 Claude Code 作为命令行里的编码代理,把失败用例修到通过,并且把补丁限制在 3 个文件以内。整个过程会留下四类可复现产物:失败 ...
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