Policy dependency / Stack layer
Top open source AI projects are auto-closing external PRs and letting agent "software factories" write a third of merged code
Latent Space
Stack layer / Contrast
academic-research-skills is at v3.21.1 and 45,352 stars six months after its first commit
GitHub Trending
Stack layer / Threat pattern
Anthropic blames the July and August agent breakout incidents on opsec plus two named alignment failures
Anthropic
Stack layer / Update thread
AWS Shipped a Single CLI Command That Hands Kiro, Claude Code, Codex and Cursor AWS Knowledge
AWS News Blog
Stack layer / Contrast
Paint.NET now ships a 180,000-line clean-room Direct2D rewrite that Rick Brewster says Claude wrote
Simon Willison's Blog
Stack layer / Threat pattern
OpenAI Says Astra Is Its First Model to Cross the Critical Cyber Threshold, and It Is Shipping It Behind Gates Anyway
OpenAI / Axios / CSO Online
Stack layer / Threat pattern
Co-signed DAG attestation is the only design that survives child-key compromise in cross-deployer agent delegation
arXiv
Policy dependency / Stack layer
Update from Hell tests whether coding agents can survive dependency upgrades that break code silently
arXiv