AI Coding's Real Bottleneck Is Repository Execution Trust
Overview For a while, the central question in AI coding felt obvious: Can the model generate good code? That is still important, but it is no longer t…
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From Execution Logs to Governance Verdicts in Ota
Overview Most execution tooling still makes operators do too much reconstruction work. You get: command output step logs maybe a receipt maybe a CI su…
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 need …
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 obviou…