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Continuous AI is a separate operational layer from CI/CD, focused on subjective but repeatable repository work such as documentation, triage, and bug fixing. It extends DevOps discipline into AI-driven maintenance without replacing deterministic quality gates.

Impact: Teams can scale AI-driven maintenance without weakening core quality assurance. This creates a practical path for reducing technical debt and improving product health.

— from Continuous AI Turns Repositories Into Software Factories · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow· Aug 18, 2026