Meta's ships facial recognition on smart glasses (

Anthropic open-sourced a 7-stage Claude security pipeline. defending-code-reference-harness runs the full loop: - Threat modeling through patching, seven stages - Docker + ASAN catch C/C++ memory…

Anthropic released a pretty clean code auditing harness for identifying bugs with potential security implications. It’s missing pretty much all of the important bits for actual vulnerabilities, but…

一套用 Claude 做自动化漏洞发现和修复的参考方案，从威胁建模到自动打补丁一条龙。 Anthropic 开源的自动化安全参考实现，集成了 Claude Code 的交互式技能和自主流水线。 流水线有构建、侦察、发现、验证、去重、报告和打补丁七个阶段，用 Docker + ASAN 找 C/C++ 内存漏洞。

Stronger models have made finding vulnerabilities easier, and the bottleneck has shifted to verification, triage, patching. Here are some lessons from working with security teams to address the new…

More on each step: • why shorter prompts beat long checklists • why verification should be separate from discovery • how some teams achieve 90-100% true positive rate