Shared entity
Stratechery: Apple's Mac Refresh and OpenAI's Jalapeño Are Two Different Forms of Pressure on NVIDIA
Stratechery
Stack layer / Threat pattern
OpenAI's official Hugging Face incident report says its own CoT monitor would have paged security more than a day before the breach
OpenAI, with detail from TechCrunch and Hacker News item 49454314
Stack layer / Contrast
CyberFactory Turns CVEs From the Wild Into Executable Training Tasks; Aegis Hits 52.4% Pass@1 on CyberGym, +22.8 Over Its Base
arXiv 2608.23181
Stack layer / Contrast
Claude Code ships /claude-api cost-optimize, a skill that profiles an existing project's API spend one measured change at a time
Claude Code changelog
Policy dependency / Stack layer
Halofy ships an open governance layer for agents with identity, policy, provenance, audit and signed erasure
GitHub
Stack layer / Contrast
Cline v4.1.16 fixes hooks resolving from global state, and starts redacting credentials embedded in git remote URLs before they reach the model
GitHub (cline/cline)
Stack layer / Threat pattern
SkillShield defends coding agents from the system prompt alone, matching Llama Guard 3 with no runtime classifier
arXiv
Stack layer / Threat pattern
AccuKnox Launched AgentZ, Pitching Itself as an AI Platform With Security Built In Rather Than a Security Product With AI
AccuKnox via GlobeNewswire