A Protected Runner Is Not Approval: Pressure-Testing Ota's First Signed Authority Carrier
A runner label chooses a machine. It does not authorize a repository action. GitHub Actions can route a job to a self-hosted runner. A label answers…
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One Contract, Multiple Enforcement Points for Safe AI Agent Execution
Overview A lot of AI agent safety discussion still stops too early. People talk about: prompts instructions guardrails whether the agent "knows bett…
AGENTS.md Is Not Enough for Safe AI Agent Execution
Overview AGENTS.md is useful. It gives AI coding agents a place to find repo-specific guidance: how to behave what conventions matter what areas nee…
Why Developer Onboarding Should Be Contract-First
Overview Most developer onboarding is still operationally weak. A new engineer clones a repo, opens the README, installs dependencies, runs the obvi…