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 ...
Genome editing lets scientists rewrite DNA, the instruction manual inside every living cell, with a precision that was unthinkable a generation ago. Technologies such as CRISPR have made this almost ...
On June 24, 2026, Microsoft’s Digital Crimes Unit (DCU) facilitated the takedown, suspension, and blocking of domains that ...
JFrog found malicious npm packages that deploy a Windows RAT to steal Chrome credentials, run commands, and transfer files.
Attackers are actively exploiting path traversal and SQL injection in Langflow, LangGraph, and LangChain — below where your ...
Python developer Roman Imankulov nearly took the bait. The fact that he didn't can be chalked up to human intuition and AI ...
Spread the love“`html Visual Studio Code (VS Code) has rapidly become one of the most popular code editors in recent years. With its versatility and extensive customization options, it caters to ...
Essential Ways to Run a Python Script Python is one of the most popular programming languages today, widely praised for its simplicity and versatility. Whether you’re a beginner dipping your toes into ...
If reinstalling software feels repetitive, these tools have some ideas.
MCP Server(Model Context Protocol 服务器)是让 AI 模型调用外部工具与数据的标准化接口,由 Anthropic 于 2024 年底开源后迅速成为行业标准。截至 2026 年 4 月,Python SDK 在 ...
Kimi 最近把 Agent 从 Python 转成了 Typescipt 和 pi-tui 的 kimi-code 新的 Agent,这个蛮有意思的,为什么 Kimi 要这么做。是跟着 Claude code 的步伐吗? 让我们看一下 Kimi-code 的结构变化 维度旧版 kimi-cli新版 kimi-code语言Python ...