~/talk

CI/CD Is Now AI/CD

Talkat ArgoCon Japan 2026 · on Tuesday, 2026-07-28· [ai-assisted-development, devops-and-delivery]
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Claim: AI explodes the rate of code changes while deployment capacity lags, so policy-driven CD is required to get AI-written code safely into production. Implementation uses GitOps + Argo CD + Argo Rollouts as a foundation, enforces soft and solid boundaries (soft = blockable guidance, solid = explicit no-permission), and decides per-service paths by measuring confidence vs failure tolerance to choose simple automated tests, canaries, staged rollouts, or manual approvals with auditable checkpoints.

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