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Show HN: Agile AI Development Lifecycle
AI Agent 开发实战指南，直面开发者身份危机与糟糕体验，助你在AI编程浪潮中抢占先机。
Schrödinger's AI-DLC Framework Comments URL: https://news.ycombinator.com/item?id=49397671 Points: 1 # Comments: 0
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Does anyone find AI code review useful?
AI生成代码动辄千行，人工审查还有意义吗？一场关于人机协作边界的现实拷问。
I’m genuinely trying to understand the point of AI code review. Once an LLM generated change gets into a few hundreds or thousands of lines, a human r…
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Vetted AI code is hard to justify
AI写的代码能跑，但验证和吃透它的代价常常被低估，这篇亲身经历道出了AI编程的隐性成本。
Article URL: https://amoffat.github.io/blog/vetting-burnout.html Comments URL: https://news.ycombinator.com/item?id=49341368 Points: 1 # Comments: 0
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Ask HN: How are teams sharing AI/agent setups internally?
团队共享AI/Agent配置还在靠Git推送？HN热议如何解决非技术人员上手和同步痛点，值得一看。
We have a local setup with shared context, skills, workflows, mcps and connections to internal tools. We currently just used Github as SOT and sharing…
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Ask HN: Is GitHub Fried Today?
GitHub又现“粉红独角兽”？围观开发者实时反馈，排查服务是否不稳定。
Keep getting weird responses and their pink unicorn of death. Is Github unreliable today? Comments URL: https://news.ycombinator.com/item?id=49333136 …
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Legbar – live AI agent sessions beside GitHub CI, in one terminal
AI 代理与 CI 状态同屏实时监控，终端工作流再也不用切来切去。
Article URL: https://github.com/gmhoward9289-ops/legbar Comments URL: https://news.ycombinator.com/item?id=49324201 Points: 2 # Comments: 0
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Is there still a functioning team behind replicate.com?
开发者反映Replicate支持失联、Lora训练异常，平台稳定性引担忧。
I have been using replicate.com for some fun projects. I recently encountered a problem. I submitted an official support request a week ago. There was…
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Show HN: cctap – see and reach the Claude Code session that needs you
多开几个 Claude Code 终端总是错过等待权限的会话？cctap 让你一眼看到并快速切换到需要你的那个。
When I worked with 3 or 4 Claude Code sessions in parallel terminals on my laptop, sometimes ordered in little windows, sometimes full screen, it did …
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Ask HN: Has Claude Code been (mostly) usable for you?
真实用户吐槽Claude Code频繁掉线，开发者需知的最前线稳定性报告
I have just had my 3rd session in less than a week when I had to eventually quit Claude Code and do a task using another model/subscription. Am I just…
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I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else
体验OpenAI 230美元AI键盘：对部分程序员有乐趣，但多数人觉得迷之定价，甚至惹怒硬核用户。
OpenAI's fancy new AI keypad will be a lot of fun for some, while many others are probably not going to touch it.
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I built a terminal tool to see your AI coding limits before they stop you
一个终端工具让你提前发现AI编码限制，避免中途中断工作流的窘境。
The worst moment in a coding session is hitting a rate limit mid-task. You're deep in a refactor. Claude Code stops. Or Codex resets. And you spend th…
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GitHub banned my account after my projects suddenly spiked on Reddit
GitHub因项目在Reddit意外爆火而封禁账号，开发者揭秘底层C和Win32应用遭遇的离奇经历。
Hi everyone, I'm used to write (low-level) C and Win32 apps. Recently, I shared some of my open-source projects on Reddit. They got quite a bit of tra…
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Show HN: ContextCodeCache in Rust
用Rust打造的高效代码上下文缓存，支持MCP协议，让开发工具轻松获取代码洞察，明显提升开发体验。
Article URL: https://github.com/colwill/ccc Comments URL: https://news.ycombinator.com/item?id=48779933 Points: 9 # Comments: 0
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I'm opening VSCode less and less every day
AI工具颠覆传统开发流程：9年老程序员正在从VSCode转向Claude Desktop，代码越写越少，阅读与审阅成为日常
I've been a dev for close to 9 years now, always spending my time inside VSCode. When the AI extension came in, I started writing less code, reading m…
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Has AI Changed the Joy of Building?
AI加速了编码，却可能偷走你成长的挣扎——重拾构建乐趣的反思。
Lately I've been thinking a lot about how AI is changing the way I learn to code. It helps me solve problems faster, but sometimes I wonder if I'm giv…
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AI didn't kill developer joy. Managers who mandate AI did.
当AI工具被管理层强制摊派，开发者的热情和主动性反而被扼杀，揭示生产力神话背后的管理误区。
The posts that say "I don’t feel like a developer anymore" are not about AI. They’re about your boss reading one thread on LinkedIn and deciding every…
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API Error Codes: A Test Suite Pattern I Stole from Stripe
学Stripe这套完整错误码枚举+测试套件模式，让API错误预期透明，前后端协作更可靠。
Read Stripe's API reference for an hour and you'll notice every endpoint has a complete enumerated list of error codes with example payloads. Then loo…
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Ask HN: Am I missing something with AI
一位开发者直言AI编程辅助“不如自己写”，引发对提示工程与手动编码真实效能的深刻反思。
I constantly hear developers around me talk about how AI has completely changed their life and how they don't even program anymore, they just prompt. …
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Ask HN: Has Codex gotten slower recently?
开发者吐槽Codex变慢？真实性能波动调查，用AI写代码前必看
Comments URL: https://news.ycombinator.com/item?id=48639619 Points: 6 # Comments: 1
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Ask HN: Due to spam on GitHub, what platforms can I move my projects?
GitHub遭垃圾PR和bot骚扰，开发者热议迁移替代方案，社区支招新平台选择
I have a few projects on Github. I am receiving a lot of spam PRs and requests from vibe coders and bots. Most of them to prop up their profiles. The …