1
Audit a Cursor or v0-Built MVP Before You Launch
AI编码助手生成的代码可能暗藏三类独特漏洞，发布前务必深度审计。
AI coding assistants ship code that compiles, runs, and looks correct in review. They also ship three specific classes of vulnerabilities that aren't …
2
Ask HN: Use Copilot Inside of Claude Code
面对Copilot和Claude Code的预算与能力差异，这篇提问点出了组合使用的关键思路。
My company's Github Copilot plans have much higher usage limits than Claude Code. Wondering how to leverage Claude Code's harness and copilot's cheap …
3
Show HN: A UML drawing skill for your coding agent docs
让AI编码助手直接生成UML类图，无需浏览器或插件，一键输出文档级系统设计图。
Article URL: https://github.com/BESSER-PEARL/uml-drawing-skill Comments URL: https://news.ycombinator.com/item?id=48831223 Points: 5 # Comments: 0
4
Blog HN: Claude Code Making an Ass Out of You and Me
Claude Code在用户未及时回应时擅自假设并继续执行，暴露了AI工具自主决策边界的问题，值得所有依赖AI编码助手的人警惕。
I had an interesting experience today: Claude Code asked me a question that required consideration and, after I didn't reply within a short time frame…
5
AI Coding Assistants in 2026: What They Still Can't Do
展望2026年AI编码助手的能力边界，揭示其在关键性能优化和复杂业务逻辑上的局限。
AI coding assistants are now part of daily developer life. They write boilerplate, explain strange errors, generate tests, and save hours of repetitiv…
6
Claude Code Skills Turn It into an AI Engineering Team
揭秘Claude Code的27项技能，将AI编码助手升级为全能AI工程团队，大幅提升开发工作流效率。
Article URL: https://nextweekai.com/blog/claude-code-27-skills-ai-engineering-team/ Comments URL: https://news.ycombinator.com/item?id=48567320 Points…
7
GitHub Copilot CLI: Your AI Coding Partner in the Terminal
在终端中实时AI编程辅助，GitHub Copilot CLI的三个杀手级功能让你编码效率倍增。
1. What is Copilot CLI? In February 2026, GitHub officially released Copilot CLI to General Availability (GA). It is not a command-line port of the VS…
8
Ask HN: Any Local LLM can I run without GPU for Local Agentic workflow AI?
16GB内存、无独显的办公本也能跑本地编码Agent？这篇HN问答推荐了多个轻量级模型方案
Claude Code like agentic workflow ai too costly for me.Any LLM can I run with VSCode at the below setup? 16ram Intel core i7 h processor 13gen 512gb N…
9
Terminal Mode by Even Realities
在视线中常驻你的编码AI助手，让开发更高效
Keep coding agents always in sight Discussion | Link
10
Ask HN: What is the AI setup for an experienced dev starting on a new project?
20年经验开发者求解：新项目（如Web应用）中如何配置最先进的AI/LLM工具链？已有初步体验但受限于旧代码库，现在想知道实战最佳实践。
I have been working as a software developer for more than 20 years now. Been around the block a few times. Thanks to generous allowances in my current…
11
Show HN: I put my Claude Code rate-limit burndown in the status line
在状态行实时显示Claude Code的上下文窗口和速率限制消耗，精准掌控AI编码资源，避免超限中断。
Article URL: https://www.aimhuge.com/blog/claude-code-status-line Comments URL: https://news.ycombinator.com/item?id=48441132 Points: 6 # Comments: 2
12
Show HN: Nanocode-CLI – A lightweight terminal-based AI coding assistant
轻量终端AI编码助手，Python实现，支持实时控制与上下文查看，开源可玩。
Article URL: https://github.com/hit9/nanocode Comments URL: https://news.ycombinator.com/item?id=48421523 Points: 2 # Comments: 0
13
Show HN: Sidekick – The zot coding agent, one click away on macOS
macOS 上的一键 AI 编码助手，基于 Claude API，让你在 Xcode 中快速获得代码辅助。
Article URL: https://github.com/patriceckhart/zot-sidekick Comments URL: https://news.ycombinator.com/item?id=48422333 Points: 7 # Comments: 0
14
Improving Your iOS Development Workflow with AI Skills
AI编码助手如何重塑iOS开发工作流？Cursor、Copilot等实战技巧提升效率。
AI coding assistants have quickly become part of many developers' daily workflows. Whether it's generating boilerplate code, reviewing pull requests, …
15
How to stop your coding agent from reading your .env secrets
教你阻止AI编码助手误读.env密钥，保护敏感数据安全。
Open Cursor, Claude Code, or any MCP-enabled agent in your project and ask it to "fix the failing test." To do that, it reads files. Lots of them. And…
16
AI Agent Guidelines for CS336 at Stanford
斯坦福CS336课程发布AI Agent使用指南，规范学生与Claude、Copilot等编码助手的协作方式，为AI融入编程教育提供参考。
Article URL: https://github.com/stanford-cs336/assignment1-basics/blob/main/CLAUDE.md Comments URL: https://news.ycombinator.com/item?id=48359232 Poin…
17
Show HN: VT Code – open-source terminal coding agent in Rust
开源的Rust终端编码代理VT Code，让你的命令行写代码体验更高效。
Article URL: https://github.com/vinhnx/VTCode Comments URL: https://news.ycombinator.com/item?id=48332098 Points: 10 # Comments: 4
18
Vectr — Code Intelligence AI Tool
揭露Vectr工具每次查询消耗1.2万tokens且无记忆的硬伤，重复劳动白费资源
You log off for the day after two hours of research. You know the entry point is EvaluateSegments in targeting/segment/evaluator.go . You know the nil…
19
Calling Skills for AI Agents
让AI代理秒变通话专家，通过编码代理即可集成语音和视频通话功能。
Add voice and video calling via your coding agent Discussion | Link
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Ask HN: Anyone catch the bug in codex with /goals?
发现Codex/goals参数bug可绕过使用限制，无限续跑4天仍不停歇！
Before this last update I could basically get unlimited usage out of codex by toggling on /goals and setting an impossible task (one that wouldn’t fin…