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08:52

How to Use Claude at 100% — Most People Never Get Past 10%

Claude 100% 使用指南：大部分人只用到了 10%

This guide reveals 17 hidden features of Claude that most users never use, including Projects, Artifacts, Extended Thinking, Memory, Claude in Chrome, Cowork, Scheduled Tasks, Skills, CLAUDE.md, Claude Code, Claude Design, and Prompt Caching. Each feature comes with setup instructions and ready-to-use prompts. Perfect for anyone wanting to turn Claude from a simple chatbot into a full productivity system.

x.com · 16 min · Agents · AI · LLM
08:52

Best Practices for Computer and Browser Use with Claude

Claude Computer Use 工程落地指南：缩放、缓存与思考

Official best practices guide for integrating Claude's computer and browser use capabilities, covering screenshot scaling, click accuracy, cache breakpoints, context management with rolling buffer and server-side compaction, prompt injection defenses, thinking effort tuning, and experimental features like batch tools and the advisor tool. Based on internal testing with Claude 4.6 and Opus 4.7, includes concrete code and performance data.

claude.com · 59 min · Agents · LLM
08:52

Project Glasswing: What Mythos Showed Us

Glasswing 项目：Mythos 的安全漏洞挖掘实战与启示

Cloudflare tested Anthropic's Mythos Preview on 50+ internal repos under Project Glasswing. The model excels at chaining low-severity bugs into working exploits and generating PoCs, making validation actionable. Real-world use revealed inconsistent model refusals and signal-to-noise challenges; a generic coding agent proved ineffective. Cloudflare built an eight-stage harness (Recon, Hunt, Validate, Gapfill, Dedupe, Trace, Feedback, Report) using parallel narrow tasks and adversarial review to improve quality. The post argues that beyond faster patching, defenses must limit exploit reachability from the architecture layer.

blog.cloudflare.com · 18 min · Agents · Infra · LLM