Stack layer / Threat pattern
Snyk put its agent-skill scanner behind a free web page called Skill Inspector
Snyk Labs
Stack layer / Contrast
Two-gap framework recasts reward hacking and hallucination as symptoms of requirement and model gaps
arXiv
Stack layer / Threat pattern
Pattern: Anthropic's own bar is that Claude-written production code gets reviewed harder than human-written code
Simon Willison
Policy dependency / Stack layer
Pattern: four coding-agent CLIs shipped sandbox or trust work in the same week
GitHub
Stack layer / Contrast
AgentsDock Open-Sources an IDE That Collapses Termius, Cursor and Claude Code Into One Dock
AgentsDock (surfaced on Hacker News item 49678435)
Stack layer / Update thread
CROSS-CATEGORY: Five Launches in 96 Hours Sold Self-Hosting and Air-Gapping as the Entire Differentiator
Coder blog, GitHub API and Hacker News Show HN (five independent launches)
Stack layer / Update thread
Open Letter to Amodei Asks for One Law Instead of Evaluators: Any Model Sold to the Public Must Ship Open Weights
Jake Gold / Hacker News (290pts, 96 comments)
Stack layer / Contrast
Alibaba's open-code-review shipped v1.12.1 today and claims 4.7x the precision of Claude Code at a fourteenth of the tokens
GitHub Trending