debugging

"这篇文章详细介绍了调查和纠正流程。"

"在Python中发生错误时，会输出发生位置和原因。 因此，调试效率会提高。"

"我得出了一个结论：我所经历的“错误”不是错误，而是为了在特定环境中生存的高度优化形式（规范）。"

"AntiGravity 太棒了！ 厉害之处在于，它可以自己执行命令，并根据结果自己修复错误。"

"构建了一个在生产环境中出现问题时进行调查的人工智能。"

"您现在可以与您的团队成员共享您的网络会话。 他们将看到完整的对话——非常适合代码审查、一起调试或共享有用的交互。"

"如果花时间去追踪 LangChain 的实现或阅读文档，不如复制粘贴官方 SDK 的文档，然后让 AI 编写，这会快得多。"

"问题是，我感觉自己卡在了中间地带。我可以跟着教程做，让代码运行起来，但是当出现问题时，我根本不知道如何调试。"

"人工智能在样板代码方面很棒，但不要让它腐蚀你的基础。"

"通过不使用 AI 的挣扎学习是最好的学习方式。 其次是向 AI 提问。"

"崩溃驱动开发 (CDD) 是一种通过**“放弃异常处理来最大化信息分辨率”**的方法。"

"我们将 OTelBench 作为开源基准发布，所有任务都在 QuesmaOrg/otel-bench 中。"

"然而，有一天我意识到：“最终，除非你拥有自己的知识，否则你无法修复它。”"

"Instead of telling you how our product is differentiated, I am going to tell you how our viewpoint is differentiated - how we think code review will look in the long-term, and what we're doing today to prepare our customers for that future."

"Agent's maximum feature is its "autonomous movement" that completes tasks by planning on its own and using tools once a goal is given."

"I'm still searching for a relevant quote in this text..."

"But if I run Codex for the 3rd time on the plan (5.2 High), it seems to always come up with better strategies to implement a feature or fix a bug, for example."

"This is a rapidly evolving field, showcasing the power of human-AI collaboration."

"Now there's a planner → checker → revise loop. Plans don't execute until they pass verification."

"The author realized the problem wasn't with the AI, but with the assumption that writing rules would solve the problem."

"The first coding question relates parsing data, data transformations, getting statistics about the data. The second (ML) coding involves ML concepts, LLMs, and debugging."

"Chrome DevTools MCP is a Model Context Protocol (MCP) server that allows AI assistants to access the functionality of Chrome DevTools."

"I switched to Codex 5.2 (High Thinking). It fixed all three bugs in one shot."

"A quick guide to the best code sandboxes for AI agents, so your LLM can build, test, and debug safely without touching your production infrastructure."

"Focusing on tools that reduce 'thinking noise'."

"I once paid $200 for ChatGPT Pro, but this real-world debugging story proves Codex 5.2 on the Plus plan does the job just fine."

"“This, the bottleneck is completely 'human (myself)'.”"

"調べてみたところ、~/.gemini/antigravity/browser_recordings以下に「会話ごとに作られたフォルダ」があり、その中に大量の画像ファイル（スクリーンショット）がありました。これが犯人でした。"

"Cursor などの AI Agent が使える IDE だけで、MagicPod の失敗テストについて 原因調査を行うシンプルな方法 を紹介します。"