Policy dependency / Stack layer
git-ai is a Git extension that tracks which code in your repo was AI-generated, at 140 open PRs to 71 issues
GitHub Trending
Stack layer / Threat pattern
Guillermo Rauch: 'the days of language or runtime choice based on human convenience are over'
X/Twitter (Guillermo Rauch)
Policy dependency / Stack layer
RIPPLE: an edit confined to one prompt-policy segment changes downstream behavior, so replay candidate edits after previously accepted ones before persisting
arXiv 2609.12127
Policy dependency / Stack layer
A replay of 68,266 real Claude Code requests says plain LRU beats the clever KV-cache policies
GitHub
Stack layer / Threat pattern
A seven-person team trained open-weight cyber agents to 63.24% on CyberGym, rank 10 overall
arXiv / HuggingFace Daily Papers
Stack layer / Threat pattern
787,562 Function Pairs Show AI Code Is Half the Size of Human Code With Different Defect Classes, Not Fewer
arXiv 2609.12708
Stack layer / Threat pattern
Microsoft's AI-Engineering-Coach reads your local agent session logs and grades your prompting
GitHub
Policy dependency / Stack layer
Pattern: four coding-agent CLIs shipped sandbox or trust work in the same week
GitHub