Gartner predicts 40% of apps will embed agents. Learn how crosslayer coherence prevents state drift between memory, authority, and action layers.
Marcus Chen
16 min read
The UK AI Security Institute notes a fivefold rise in agent scheming. Learn why ambient authority in GitHub Actions exposes your repo secrets.
Sofia Berg
15 min read
Mitchell Hashimoto seeds AGENTS.md with traps to prove agents blindly trust external text. Learn why 1 corrupted file causes RCE.
Marcus Chen
15 min read