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Avoid these mistakes to build automation that survives UI changes, validates outcomes properly, and provides useful feedback.

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Un-redacted text from released documents began circulating on social media on Monday evening People examining documents released by the Department of Justice in the Jeffrey Epstein case discovered ...

The ease of recovering information that was not properly redacted digitally suggests that at least some of the documents released by the Justice Department were hastily censored. By Santul Nerkar ...

本文从原理到实践系统地分享了如何高效使用AI编程工具。涵盖其底层机制（如Token计算、工具调用、Codebase索引与Merkle Tree）、提升对话质量的方法（如规则设置、渐进式开发）、实际应用场景（如代码检索、绘图生成、问题排查），并推荐了结合AI的编码最佳实践，包括文档、注释、命名规范和安全合规，旨在帮助不同经验水平的开发者真正把AI工具用好。