2026年10月9日，Python 3.15.0正式版将如约而至——这不是一次小修小补的版本迭代，而是一场专为AI时代量身定制的‘系统级优化’。从冷启动慢得像煮泡面的智能体CLI，到异步任务里永远抓不到的‘卡点’，再到模型返回null和字段缺失傻傻分不清的深夜debug现场……Python 3.15用一整套‘反直觉但超顺手’的新特性，悄悄把开发者从多年绕弯路的惯性中一把拽了出来。 没错，你没看错— ...
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VS Code has been letting you write invalid JSON for years, and it’s completely intentional
Your config files were never really JSON, as Microsoft planned it that way.
When automating tasks with Python, you often want to call other programs on your machine. However, there is not just one ...
A 42-of-42 failure rate in our LLM benchmark was a parser bug. How we found it, fixed our scorer without fudging results, and ...
When a calculation result is off by one yen, simply adding round at the end does not always solve the problem. The result ...
本文结合 Python Language Summit 2026 的官方讨论，深入拆解 Rust for CPython 项目的技术动机、实施路线、首个落地模块，以及 Python 核心团队提出的几道关键门槛。 【导读】 Python 社区正在酝酿一场可能改变其底层技术版图的变革。 在 2026 年 Python Language Summit 上，一个颇具分量的话题再次被摆上台面：CPython ...
OpenAI’s Decisions API enters public beta, returning typed answers about 10x faster at $0.10 per 1M input tokens.
LLMs will write your code and break your budget. Take advantage of model routing, semantic caching, prompt caching, reranking ...
Ask a language model for a hundred test customers and you will get a hundred test customers. They will have names like Sarah ...
One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...
Exploitation of CVE-2026-88772 bypasses authentication and triggers an unhandled termination of the NetScaler Packet Processing Engine (NSPPE) to establish initial root-level access. Analysis of the ...
Ibou publie ArseneLupin, trois modèles ouverts qui répondent à vos questions par oui, non, un choix ou une note, avec des ...
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