Stack layer / Threat pattern
Hazmat: a Go tool that runs Claude Code, Codex, OpenCode and Cursor Agent under a separate macOS user with a kernel sandbox and pf firewall — TLA+ verified
Help Net Security
Stack layer / Threat pattern
Cursor launches Origin, its own code hosting platform, putting repos, PRs and agents in one place
Cursor
Stack layer / Threat pattern
'How Do Agents Fail on AutoResearch': 800 Trajectories Across 8 Harness-Model Combos Find One Failure Every Model Shares — They Never Check Output Against Evidence
arXiv (via HuggingFace Daily Papers)
Stack layer / Threat pattern
Qwen3.8 27B Scores 52 on Artificial Analysis' Intelligence Index — #1 of 135 Open-Weights Models, Apache 2.0, 256K Context
Artificial Analysis / Hacker News
Stack layer / Threat pattern
llmfit v1.1.10 Adds RamaLama Runtime Discovery and Publishes the First MLX vs llama.cpp Metal Head-to-Head on Identical Hardware
GitHub
Stack layer / Threat pattern
oMLX 0.6.0 Ships Distributed LLM Serving Across Multiple Macs — Qwen3.6-27B Goes 16.1 → 28.6 tok/s on Two Machines
GitHub
Stack layer / Threat pattern
Qwen Code v0.21.13 hardens its /review agent workflow against review loops with a round-5 severity cutoff and worktree lease locks
GitHub (QwenLM/qwen-code)
Policy dependency / Threat pattern
codeburn Parallelizes Its Cold Parse and Gates Workers on Available Memory, Not Free Memory
GitHub