大家好，这里是程序员晚枫，2026继续all in AI。 我用AI编程快2年了，在AI编程课的交流群里，被问得最多的一个问题不是"怎么学AI编程"，而是： "晚枫，AI编程工具太多了，到底哪个便宜？哪个划算？Token去哪买最便宜？" 确实，2026年的AI市场已经卷到飞起。

1. 体验差距到底在哪在依赖比较轻的项目里（比如前端、CLI 工具、纯本地的 Python 脚本），AI Coding 的体验是这样的：编辑代码 本地运行 测试验证 AI 读取结果 自动修复 再次验证 ...

【新智元导读】一个纯Python写的开源项目，竟把OpenAI用Rust写的王牌给秒了！最终战绩6比5，Hermes直接上演工程暴力美学，解释型语言终于逆天改命。 一个纯Python写的开源项目，竟击溃了OpenAI王牌！ 今天，全网都被Hermes ...

This article is part of AI Week. Since the start of the current wave of excitement around generative AI, coding has been viewed as a field that is ripe for implementation of the tech. After all, the ...

今年四月，一位资深“养虾人”（OpenClaw用户的自称）在社群里说了这么一句。这话像块石头，在圈子里激起了不少水花。但你发现没？这么说的，不止他一个。 差不多同时，GitHub的全球趋势榜榜首换人了。Reddit、X、还有中文技术论坛里，“从OpenClaw换到Hermes”的教程和体验帖也开始刷屏。它用两个月，狂揽6.4万GitHub星，最猛的时候一天涨6400颗星。它就是Nous Resea ...

1.9万行代码背后的“傲慢”与“偏见”。 2026年的智能体时代已经过去了四个月，Vibe Coding（氛围编程）这个词也在口口相传。 有人说，编程变成了一项零门槛的工作，曾经被认为最不可替代的程序员也要失业了。 也有人说，Vibe Coding就是个玩具，每次写出来的都是烂摊子（shit mountain），压根取代不了人类。 这些茶余饭后的吐槽，被GitHub上的一次PR拉上了台面，摇身一变 ...

AI-generated code requires stepped-up human oversight. Experts advise keeping AI-generated code in a sandbox. At best, AI may do about 80% of the work in building software. We've been hearing ...

French AI startup Mistral today launched Devstral 2, a new generation of its AI model designed for coding, as the company seeks to catch up to bigger AI labs like Anthropic and other coding-focused ...

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Developers don’t trust AI. A recent report from UC San Diego and Cornell titled ...

In the pre-large language model (LLM) Stack Overflow era, the challenge was discerning which code snippets to adopt and adapt effectively. Now, while generating code has become trivially easy, the ...

AI has empowered anyone to code, but, as with many technical matters, not actually understanding the fundamentals comes with risks, writes Lewis Liu “Explain to me in plain English” or “tell me how ...