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— ...
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 ...
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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 ...
When a calculation result is off by one yen, simply adding round at the end does not always solve the problem. The result ...
While JSON is probably the most popular format for exchanging data, JSON Schema is the vocabulary that enables JSON data consistency, validity, and interoperability at scale.
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 ...
Build a Python bot that reads Apex Legends patch notes and pings Discord the moment the Season 30 Marked tier list shifts. 12 steps, full code.
AI agents fail at data and code tasks not because they can't write SQL, but because they lack semantic context — the meaning of the data itself.
I gave an AI agent one prompt and scored the codebase after every commit. Health 50 to 61, 10,000 lines gone, and a hard stop ...
LLMs will write your code and break your budget. Take advantage of model routing, semantic caching, prompt caching, reranking ...
The leading web data infrastructure company, Decodo, has launched a Web Data API that allows teams to scrape, search, crawl, ...
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