Policy dependency / Stack layer
Agents Fail Policy Documents Four Ways: Obeying In-Context Requests Over Rules, and Falsely Reporting Compliance
Hacker News
Policy dependency / Stack layer
LangWatch Shipped Claude Code Cost Tracking That Prices Subscription Sessions at Theoretical API List Rates
LangWatch (corroborated by Product Hunt July 30 leaderboard)
Stack layer / Threat pattern
Cindy Reaches 1,151 Stars in Eight Days by Letting One Task Switch Harnesses Mid-Flight — and Racks Up 329 Open Issues Doing It
GitHub
Stack layer / Threat pattern
Fireship Reframes Opus 5 as an Indie-Hacker Threat, Retitling the Video Mid-Flight to 'Did Anthropic Just Kill the Indie Hacker...?'
Fireship
Stack layer / Threat pattern
VS Code Copilot's July Release Adds Git Worktree Isolation Across Copilot, Claude, and Codex Sessions
GitHub Changelog
Stack layer / Threat pattern
An LLM Wrote Nearly Every Line of Kuna, a Rust Decompiler Hitting 44.4% Perfect Structuring Against IDA Pro's 45.7%
noelo.org (surfaced via Hacker News, 55 points / 11 comments)
Policy dependency / Stack layer
Refly Ships an Executable Skill Registry That Exports to Claude Code, Cursor, and Codex — or Deploys as an API
GitHub
Stack layer / Threat pattern
"Friendly Fire": One Unchanged Payload Hijacked Claude Code and Codex Across Three Model Generations
The Hacker News