像Git diff一样对比LLM agent的上下文窗口，精准定位每次回合中破坏缓存的“罪魁祸首”字符。
Article URL: https://github.com/salmanzafar949/ctxdiff Comments URL: https://news.ycombinator.com/item?id=49070029 Points: 1 # Comments: 2
直指AI优化核心痛点：追求代理目标可能让系统偏离真实意图，一篇值得从业者深读的批判性视角论文
arXiv:2606.23597v1 Announce Type: new Abstract: I discuss conditions under which maximizing a proxy utility function is harmful and suggest this poses…
Claude Code与Codex的工程实践揭秘，教你如何系统性提升AI代理的性能与可靠性。
Article URL: https://www.andrewjesson.com/blog/the-engineering-practices-claude-code-and-codex-use-to-improve-ai-agents/ Comments URL: https://news.yc…
Remogram为AI代理锻造精准事实，摆脱工作流冗余，开源工具提升仓库与代理的卫生效率。
If you've ever pointed an AI coding agent at a pull request and watched it confidently merge based on a stale title, a truncated API response, or pros…