对于领域知识厚重的行业项目，最值得长期投入的是知识沉淀和按需加载 — 把业务规则、术语、架构决策变成结构化的按需稳定供给，既减少盲目的“灌输”上下文，也有利于稳定的 Prompt Cache。 今年以来，越来越明显地感觉到，大模型 Token 账单涨得真快 ...

Two security teams have shown, in separate research published this week, that OpenClaw, the popular self-hosted AI agent, can be driven to run attacker-controlled code or hand over sensitive data ...

Phishing simulation on an OpenClaw email agent with various configuration profiles showed that it was susceptible to tactics commonly used to compromise human users. The OpenClaw open-source AI agent ...

In a nutshell: OpenClaw introduced a few innovative options for agentic AI solutions but was also plagued by some baffling security and reliability issues. Now, Microsoft Scout is allegedly ready to ...

“Hi, my name is Peter, and I’m a Claudeholic.” It was August 2025 and Peter Steinberger was addressing a meetup in London called Claude Code Anonymous. Steinberger and some fellow addicts had arranged ...

Two AI engineers behind OpenClaw, the autonomous messaging agent that has surged in popularity, are sounding the alarm on a problem they see metastasizing across the software industry. They call it ...

Four vulnerabilities in the OpenClaw AI assistant can be chained together to plant backdoors on the underlying host, cybersecurity firm Cyera warns. The bugs, collectively known as Claw Chain, allow ...

Spotify has been quietly embedding itself into the AI assistants you use every day. The music app already works inside Claude and ChatGPT, where you can control and improve your listening experience ...

Anthropic is introducing a new pricing layer for its developer-focused product, Claude Code, requiring subscribers to pay extra for access to OpenClaw support. The move marks a notable shift in how AI ...

A proof of concept compared OpenClaw and Copilot inside VS Code evaluating and improving the same SKILL.md file with the same prompts. OpenClaw produced broader, more redesign-oriented summaries and ...

Anthropic is no longer offering a free ride for third-party apps using its Claude AI. Boris Cherny, Anthropic's creator and head of Claude Code, posted on X that Claude subscriptions will no longer ...

It’s about to become more expensive for Claude Code subscribers to use Anthropic’s coding assistant with OpenClaw and other third-party tools. According to a customer email shared on Hacker News, ...