1
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
2
An Honest Review of AI Programming
AI写代码真能提效吗？作者用实际项目体验给出坦诚评测，带你认清AI编程的强项与雷区，开发者必读。
Article URL: https://mropert.github.io/2026/08/04/an_honest_review_of_ai_programming/ Comments URL: https://news.ycombinator.com/item?id=49166230 Poin…
3
How to get more coding productivity with LLMs
资深程序员的AI编程效率实测：从2-8x到40-50x，分享提升代码产出速度的独家技巧。
As someone who is a lifelong programmer and entrepreneur, I'm here to say that 2-4-8x AI productivity boost is just the start. I'm currently benchmark…
4
Stop treating LLMs like search engines
别把大语言模型当搜索引擎用，它应是帮你梳理逻辑的可对话编程搭档
I spent the first six months of the AI boom treating ChatGPT and Claude like a better version of Google. I would type in a problem, get a snippet of c…
5
I Made Claude Code and Codex Argue About My Code Until They Agreed
让Claude Code与Codex互怼直到达成共识，用AI轮番辩论帮你自动审查代码。
TL;DR : I wired OpenAI's Codex CLI into Claude Code as an adversarial reviewer with a convergence loop. Then I pointed the loop at its own implementat…
6
Ask HN: How do you maintain context across your coding sessions?
程序员如何跨编码会话维持上下文？看HN老手分享文档维护与团队协作的实战经验
Eg. do you update your docs/AGENTS.md/CLAUDE.md? Do you have other markdown files you write to? Did maintaining them start mattering at some point? Fo…
7
The comfortable slow boil of LLM assisted coding
不追求一把梭，LLM辅助编程也能细火慢炖，聊聊从容不迫的高效编码方式。
Article URL: https://01max.io/blog/a-comfortable-slow-boil/ Comments URL: https://news.ycombinator.com/item?id=48595253 Points: 2 # Comments: 0
8
Tell your LLM how to check its work for empowered AI coding
让大模型自我验证代码改动，一招提升AI编程的准确性和可靠性。
Article URL: https://khalah.substack.com/p/tell-your-llm-to-verify-its-changes Comments URL: https://news.ycombinator.com/item?id=48572151 Points: 3 #…
9
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…
10
Improving Local Techdocs for Your AI Coding Agent
优化本地技术文档，让AI编程助手更懂你的代码库，提升编码效率。
Article URL: https://www.heltweg.org/posts/improving-local-techdocs-for-your-ai-coding-agent/ Comments URL: https://news.ycombinator.com/item?id=48276…
11
Ask HN: What is your daily AI stack?
程序员日常AI工具堆栈公开，从LLM到代码审查，一份实用参考清单。
Which AI tools benefiting you most in day-day work? Which tool you stopped using? Let's share so that we can each learn from other experience and use …
12
Show HN: From one Claude agent to a fleet – in five small steps
从单个Claude agent扩展到多agent舰队，只需五步，实现无人值守的并行编程与数据科学实验，高效消耗所有API额度。
I was intrigued by an AMD issue on GitHub where Stella Laurenzo shared how the AMD team runs a fleet of 50 or so agents: https://lnkd.in/drueskiV . I …