DevOps & CI/CD: Automate pipelines
Automate pipelines
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Category overview
What DevOps & CI/CD is designed to cover
Assistants should scaffold CI, containerize apps, sign and verify artifacts (SBOMs), and wire monitors with SLOs. For ML, cover data versioning, model registry and canary deploys. Keep secrets safe and grant least privilege. Prefer vendors with clear incident and retention policies.
Editorial objectiveAutomate pipelines; enforce policies; observe and roll back; manage models and data safely.
What good looks like
Outcomes to look for in DevOps & CI/CD
Use the source objective as a testable brief, then measure quality, correction effort and control.
Automate pipelines; enforce policies; observe and roll back; manage models and data safely.
DevOps & CI/CD: Enforce policies
enforce policies
DevOps & CI/CD: Observe and roll back
observe and roll back
DevOps & CI/CD: Manage models and data safely
manage models and data safely.
Practical workflows
Ways to put DevOps & CI/CD to work
Start with a workflow that has clear inputs, a named owner and an output that can be checked.
Automate pipelines
Automate pipelines
Enforce policies
enforce policies
Observe and roll back
observe and roll back
Manage models and data safely
manage models and data safely.
Questions about DevOps & CI/CD
DevOps & CI/CD FAQ
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