Summary
Multi-agent systems introduce CI/CD complexity that doesn't exist in single-agent deployments: version compatibility across agents, coordinated deployment ordering, progressive rollout with behavioral quality gates, and targeted rollback when specific agents regress. Traditional infrastructure deployment pipelines focus on availability and latency—agent pipelines must also validate output quality and task success rates.
In this module, you designed coordinated CI/CD pipelines that model agent dependencies as deployment graphs and validate version compatibility before deployment. You implemented progressive deployment strategies using canary rollouts with quality-gated traffic increases and blue-green deployments for instant full switches. You configured multi-environment strategies with environment-specific agent behavior, infrastructure as code templates, isolated secrets, and approval gates between staging and production. Finally, you automated rollback procedures that detect quality regressions through evaluation scores, error rates, and schema violations, then restore stable versions without manual intervention.
These patterns transform multi-agent deployments from high-risk manual processes into automated, validated, and reliable workflows. Fabrikam now updates their eight-agent code review system confidently, knowing that coordination failures are caught before production, quality degradations trigger automatic remediation, and every deployment is auditable and repeatable across environments.