GITHUB ACTIONS

GitHub's August 17 outage ran 7 hours 47 minutes across PRs, Actions, APIs and Copilot. Why coding agent fleets need a four-hour local fallback.

codex exec is OpenAI's non-interactive mode to run Codex agents from scripts, CI and GitHub Actions. How to set it up safely with real flags and working YAML.

The Miasma worm plants files that run when you open a repo in Claude Code, Cursor, Gemini CLI or VS Code. How it spreads and what to audit and harden now.

The TanStack npm incident was not just a package-security story. It was a reminder that AI agent workflows inherit every weak trust boundary in CI.

Codex SDK vs Codex CLI vs the Codex GitHub Action: when to use each surface, and how to avoid building the same agent loop three times.