Agent与工具

200B Tokens Later: A Month of Letting AI Agents Decompile MW2

The District – a live map where AI agents grow their own plots of land

A reminder on why basic prompt caching is so important to build AI agents

Agentic autofix now uses Copilot Memory

Agentic autofix now uses Copilot Memory for customers who’ve enabled it. When you use agentic autofix, it reviews existing memories for context that can help resolve security alerts. When it creates a fix, it stores the fix pattern as a memory for future use. These memories can h

Claude for Small Business launches new workflows, integrations, and training programs

Claude for Small Business now includes 43 workflows and 27 new integrations with tools small businesses already use, including Shopify, Salesforce, TikTok, Atlassian, Zoom, Xero, Gusto, Square, Stripe, and Zapier. The new workflows extend Claude from running the back office to gr

GitHub Security Lab 发布 LLM 驱动的 Fuzzing Taskflow，自动完成 C/C++ 项目模糊测试全流程

GitHub Security Lab 的 Antonio Morales 开源了基于 Taskflow Agent 的 Fuzzing Taskflow，指向 GitHub 仓库即可自动识别入口点、编写 harness、运行 AFL++、读取覆盖报告并分诊崩溃。