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Automation

Engineering Workflow & AI Systems

How I build: from PRD through visual contract to implementation

Development Pipeline
PRD
Roadmap
Design
Prompts
Visual Contract
Implementation
Requirements
Planning
Architecture
AI Generation
Design Output
Code
Engineering Systems

ai-system-template

Standardized AI system directory structure for consistent agent handoff and documentation across all projects.

TemplateAIDocumentation
→ View on GitHub

default-template

Zero-config starter template with pre-configured AI agent instructions, CI/CD, and design system integration.

StarterBoilerplateCLI
→ View on GitHub

.github-workflows

Reusable CI/CD workflows for automated testing, deployment, and AI-assisted code review pipelines.

CI/CDGitHub ActionsAutomation
→ View on GitHub

Engineering systems should be metadata-driven, config-first, and AI-assistable — building the factory that builds the product.