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Architecture

Inside AI Coding Agents in CI/CD: Architecture and State Machines

How AI coding agents integrate with CI/CD pipelines: trigger mechanisms, sandbox environments, the code-change state machine, diff validation, and rollback design in production systems.

Published May 15, 2026
14 min read
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