Ben O'Mahony discusses building custom AI-powered Language Server Protocols (LSPs) that go beyond standard rule-based ...

如果说上篇讲的是“怎么让 AI Coding 不要从一句话需求直接跳到随机代码”，那这篇要继续回答另一个更难的问题：当团队已经有了 Spec，谁来证明这次交付真的做对了？ 渐进式 Spec Coding 解决“别跑散”，Harness 把执行和裁判分开，Loop 解决“别从零开始”。 这套方案是有效的。它至少解决了三个问题： AI 不再直接从一句话需求跳到代码； 中高风险需求有了 spec.md、 ...

Agent 收到这个原因后就能理解约束的含义，然后走另一条路完成任务。它不需要事先"记住"不能用 git，它可以先尝试，然后被告知为什么不行以及应该怎么做。 你在 CLAUDE.md 里写了一条规则："不要执行 git push"。Agent 遵守了，它确实没有调用 git 工具。但它写了 ...

JFrog says six malicious npm packages used hidden install-time execution, JSONKeeper fetches, and sandbox checks to enable remote access.

New REST API combines water quality grades, ocean conditions, weather data, beach advisories, amenities, and a proprietary Beach Day Score for 500+ beaches across the United States and Australia.

Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

This guide explores the process of validating and cleaning JSON data, ensuring proper structure, data types, and adherence to specified schemas for robust applications.

Thanks for the feedback on the earlier Web Bluetooth experiment. That repo served its purpose: it proved a browser can talk to a BLE multimeter without falling over. But using it day-to-day exposed a ...

Cleaning massive, disorganized spreadsheets or parsing through thousands of lines of raw server logs is annoying. You can do it yourself, make a program to do it, or you can just give it to Claude and ...