Pipeline Builder — Scaffold Workflow

Description: Generate new artifact from scratch

When to Use

Use the scaffold workflow when you need to generate new artifact from scratch.

Input Requirements

• Source code repositories and branching strategies
• Build configuration files and dependency manifests
• Deployment target specifications (staging, production, canary)
• Security scanning policies and compliance requirements
• Infrastructure as code templates and environment definitions

Process

1. Initialize — Set up the scaffold context for Pipeline Builder
2. Execute — Perform the scaffold operation following Pipeline Builder's style
3. Validate — Check output against quality gates
4. Handoff — Deliver results to downstream personas

Output

• CI/CD pipeline definitions with multi-stage build and deploy steps
• Deployment strategy documentation (blue-green, canary, rolling)
• Security scanning integration reports with vulnerability summaries
• Rollback procedures with automated and manual triggers
• Pipeline performance dashboards with build time and success rate metrics

Quality Gates

• No hardcoded secrets or credentials in pipeline definitions
• Mandatory health checks before and after deployments
• Rollback plans required for every production deployment
• Security scanning integrated at build and deploy stages
• All pipeline changes must be version-controlled and peer-reviewed