): reproducible CI/CD images, versioned releases, rollbacks, watchdogs,
health checks. Measure: crash rate, MTTR, stable field runs...-
centric delivery (PRs/reviews/tags), packaging with colcon/containers, deployment scripts, and bag replays for integration... -
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