long-running task 的工程重点,不在于让 Agent 更努力,或者多跑几个 session。任务每推进一段,都要能被验证。执行只是过程,收敛才是结果。没有验证点,长任务很容易变成长时间生成;有了验证点,它才开始像一个工程系统。 周末,我使用 Claude Code 的 /workflows ...
DeepSWE is changing how AI coding models are tested after exposing benchmark loopholes used by Claude Opus. Here’s why ...
Cybersecurity researchers create a five-step exploit chain using over-permissioned roles, secrets discovery, and NHIs to attack a popular low-code service.
Perplexity launches Bumblebee: How its new read-only dev scanner differs from Chainguard ...
In collaboration with Google and the Shadowserver Foundation, CrowdStrike Counter Adversary Operations team struck all four of Glassworm's command-and-control (C2) channels simultaneously, severing ...
Google AI Studio lets users test Gemini models, build apps, generate media, and export code. Here’s what it does, costs, and ...
XDA Developers on MSN
I just started using N8N to automate my workflow, and I wish I had sooner
It's easy to use and offers endless automations ...
插件系统的核心价值是"打包复用"——将 Skills、Hooks、Agents、MCP 捆绑为单个可安装单元,跨项目共享与分发。新手建议先掌握命令、代理、技能三个低难度组件,进阶后再学习钩子、MCP/LSP 服务器的配置,逐步构建个性化插件。 Claude Code 插件使用教程 Claude Code 的 ...
Code Ninjas, an educational coding center where kids ages 5-14 are taught to be savvy with technology through video game ...
Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
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