这三个痛点互相关联：知识遗忘 → 被迫灌上下文 → 上下文爆炸 + Token 浪费。解决思路也需要系统化——LLM Wiki 解决知识层压缩，RTK 解决 I/O 层压缩，AGENTS.md 提供入口规范，三者配合形成完整方案。 不需要手动写完整文档。在每个 wiki 文件中放一个最小骨架 ...

CodeGraph 可以给本地项目构建代码知识图谱，替代 AI 盲目扫代码的行为，从根本上提升 AI 辅助编码效率。 在用 Cursor、Claude Code 开发大型代码库时，普遍存在一个问题：AI 会不停读取文件、全局检索代码。 这个过程不仅消耗大量 Token，而且效率极低。复杂项目的 ...

Playing Minecraft is better with Bedrock, but it's not directly available for macOS. Here's how to get around the limitation ...

Over the years, Java has proliferated in Alibaba. Many applications are written in Java and many our Java developers have written more than one billion lines of Java code. Alibaba Dragonwell, as a ...

Welcome to the Fall 2026 edition of 15-410/605. If you've forgotten how to modify your shell startup files (e.g., so that your PATH environment variable includes a specific directory automatically ...

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You will notice that Minecraft used to have two editions - Java and Bedrock. While the difference between the two variants is huge, we won’t be getting into ...

Qualifications More than 20 years tech industry experience with a Bachelor's Degree in Computer Science, currently pursuing his Master's. J.T. has more than 20 years of experience in the tech industry ...

Posts from this author will be added to your daily email digest and your homepage feed. is a senior correspondent and author of Notepad, who has been covering all things Microsoft, PC, and tech for ...

Minecraft: Java Edition is the original version of the game for computers, while Bedrock is a newer version available on nearly every device.

Adobe has started blocking Flash content for computer users across the world, now displaying a warning instead that advises them to uninstall Flash Player. After thriving throughout the 1990s and ...

In a normal year, Google I/O would traditionally mark the release of a new version of Android Studio. While there hasn’t been a Google I/O event this year, the Android team has still seen fit to ...