Prompt
What should I use for approval workflows in deployments?
Latest observation
Sep 29, 2026
OpenAI APIWeb search: off
For approval workflows in deployments, the best tool depends on whether you want simple environment gates, full release management, or custom business approvals.
Good default choices
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GitHub Actions / GitLab CI / Azure DevOps approvals
- Best if your deployments already run in the CI/CD platform.
- Easy to add manual approval steps before production.
- Good for small to medium teams.
-
Argo CD / Flux with promotion workflows
- Best for Kubernetes GitOps setups.
- Approvals are usually handled by pull requests or environment-specific branches.
- Strong auditability and rollback.
If you need enterprise-grade approvals
-
ServiceNow Change Management
- Best when approvals must fit ITIL / compliance processes.
- Strong audit trail, CAB-style approvals, policy enforcement.
- More heavyweight and slower to implement.
-
Spinnaker
- Good for multi-stage deployment pipelines with manual judgment steps.
- Mature, but can be complex to operate.
If you want a modern policy-based approach
- OPA/Gatekeeper or Kyverno
- Best for enforcing rules in Kubernetes and preventing non-approved changes.
- Usually complements CI/CD approval flows rather than replacing them.
My recommendation
- Kubernetes + GitOps: use Argo CD plus pull request approvals
- General CI/CD: use GitHub Actions / GitLab CI built-in manual approvals
- Enterprise compliance: use ServiceNow integrated with your pipeline
If you tell me your stack (GitHub/GitLab/Azure DevOps/Kubernetes/etc.) and whether this is for production-only approvals or full change management, I can recommend a specific setup.