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— ...
Anthropic推出Claude Code史上最大升级,全新Claude MODS正式登场,开放大语言模型的深度定制能力,梳理大模型最新进展,解读本次意义重大的大模型技术突破,帮你理清MODS的功能与核心价值。点击阅读了解详情!
本内容遵循CC 4.0 BY-SA版权协议 本系列聚焦单Agent范式,即LLM基于环境反馈调用工具并循环执行直至任务完成或终止的工程化实现。围绕ReAct内核,系统讲解其原理、有效性依据、代码实现及稳定性保障,以OpsAgent故障排查案例贯穿始终,强调可运行代码、可验证 ...
搭一个 AI Agent Demo,可能一个下午就够了。但要把它真正做到可以投入生产,完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本,而且当它不可避免地出问题时,你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的,而是来自你围绕模型搭出来的所有东西:记忆、工具访问、模型路由、护栏、成本控制,以及当 ...
When I wrote a Playwright script using the sync API as shown in the official tutorial, it crashed the moment I ran it with ...
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Melanie Warrick, a developer advocate at Temporal, argues that the real bottleneck in production AI agents isn't the reasoning loop—it's keeping ...
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Middleware as an architecture pattern: the same idea in Express, FastAPI and Redux, how it relates to Chain of Responsibility ...
OpenAI published a framework for tracking, investigating, and disclosing instances of model misalignment on September 16, 2026, alongside six reports on unexpected or concerning behavior the company ...
DaVinci Resolve 21.1.1 gives editors more control inside the trim viewer and pipeline developers new ways to put the ...