A production pipeline must do three things well:
Be deterministic
Be secure
Be debuggable
My Jenkins pipeline is structured into clear, auditable stages:
Checkout
Build
Security scan
Push images
Infrastructure provisioning
Deployment
Validation
Each stage can:
Fail independently
Block insecure artifacts
Produce meaningful logs
Security is not a final step; itβs embedded into the pipeline flow.

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