Policy dependency / Stack layer
GitHub's playbook for the orchestrator role: agents propose, deterministic checks decide
GitHub Blog
Policy dependency / Stack layer
Vercel Describes Running the AI SDK as a 'Software Factory' — 20M Weekly npm Downloads Maintained With Agent Pipelines
Vercel Blog
Policy dependency / Stack layer
'Rethinking Agent Security as a Networking Problem': stop asking the LLM to enforce its own policy
arXiv
Policy dependency / Stack layer
Terabytes of Cloud Credentials Exfiltrated From 2,500 Organizations via Poisoned LiteLLM PyPI Packages — 434,000 CI/CD Pipelines Exposed
Ars Technica / CloudSEK
Policy dependency / Stack layer
Urgency framing in prompts measurably degrades code correctness and security
arXiv 2608.11513
Policy dependency / Stack layer
CROSS-CATEGORY: Three Products Shipped in 48 Hours to Fix the Same Problem, That Agents Now Write More Code Than Humans Can Review, Each at a Different Layer
Multiple Sources (Zed Blog Aug 12; Product Hunt Aug 13 leaderboard; TestMu AI via PR Newswire)
Policy dependency / Stack layer
CROSS-CATEGORY: Six of Product Hunt's Top Ten Today Are Agents That Act on Production Systems Rather Than Report on Them
Product Hunt (August 13 daily leaderboard, upvote counts verified on the leaderboard page)
Policy dependency / Stack layer
A Freelance Dev Caught a Startup Copying His Code Because Their Site Still Pings His Hotjar Account
r/SaaS (463up/112c)