1. 多语言脚本调用大模型的真实痛点：为什么你的 AIGC 自动化总在环境上翻车 AIGC 自动化编程这件事，真正卡住人的往往不是"让模型写一段代码"，而是同一套模型能力要在四种语言环境里各跑一遍。Python 里调通了，换到 Java 的 Maven 工程里依赖冲突；JavaScript 的 ...

新智元报道 Coding Agent写代码的能力越来越强，写测试的能力也在同步提升。从为函数补单元测试、为GitHub Issue编写复现用例，到为整个代码仓库构建回归测试，Codex、Claude Code等前沿Coding ...

2024年8月，OpenAI悄悄停止在官方页面上展示一个叫SWE-bench Verified的成绩。 这事儿当时没多少人大张旗鼓地讨论，但懂行的人都明白其中的尴尬：这个曾经被当作衡量AI编程能力的黄金标准,被发现最强的那批模型已经能直接"背"出标准答案了。不是因为它们真的多聪明，而是因为这些测试题目本身，早就被悄悄塞进了训练数据里。 这就像一场考试，题库用了三年没换,等你发现满分学生越来越多的时 ...

A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...

October 16, 2026 GitHub Trending Overall Top 10 CommentaryToday's top 10 is filled with "Agent Toolboxes"To start with a ...

November’s PYPL Index puts Objective-C ahead of Swift as Python leads. Explore what tutorial-search interest means for ...

The modulo operator (%) is used in many programming languages. If you write Python code with the same intuition as C, Java, or JavaScript, the sign of the 'remainder' (modulo) in division involving ...

Azul CEO Scott Sellers explains why Azul shifted from hardware to software and how Java adds features while keeping older apps running.

The November 2026 TIOBE Index puts Java ahead of C++ as Go replaces Rust in the top 10. See Python's ranking, R's climb, and ...

In a Nov. 1 blog post, software engineer Nicolas Chagnet argues that Gleam pairs a simple functional syntax with the Erlang ...