Workflows & Pipeline
7 workflow agents + a 13-phase automated pipeline from PRD to deployed application.
Workflow Agents
Full Lifecycle
Runs the complete 13-phase pipeline from a single PRD.
Planning
Feature planning, effort estimates, risk assessment sessions.
Architecture Review
Review designs against best practices, identify risks.
Code Review
SOLID principles, security, performance, coverage review.
Debugging
Systematic root cause analysis and targeted fixes.
Refactoring
Safe, behavior-preserving code improvement.
Learning
Explain concepts, teach patterns, answer deep questions.
13-Phase Automated Pipeline
Pipeline Docs →How to trigger the pipeline
- Open VS Code Copilot Chat
- Select Orchestrator Agent or Full Lifecycle from the agent dropdown
- Paste your PRD / requirement document
- All 13 phases execute automatically — no manual intervention required
Parse PRD, extract user stories, classify scope, surface NFRs.
Output: Structured user stories + acceptance criteria
Create implementation plan, effort estimates, risk assessment, milestone breakdown.
Output: Phased implementation roadmap
Select tech stack, design service boundaries, ADRs, scalability patterns.
Output: Architecture diagrams + ADRs
Contract-first OpenAPI 3.x + AsyncAPI specs, versioning, error contracts.
Output: Validated OpenAPI + AsyncAPI specs
Schema design, DDL, Flyway migrations, indexes, ERDs.
Output: Production-ready database schema
Spring Boot service implementation, repositories, domain logic, error handling.
Output: Compilable backend codebase
React/TypeScript UI, component architecture, state management. (Conditional)
Output: React application with full test coverage
LLM integration, RAG pipeline, embeddings, Spring AI. (Conditional)
Output: AI feature implementation
Unit + integration + contract + E2E test suite, coverage gates.
Output: Full test suite with 80%+ coverage
OWASP Top 10, threat modeling, JWT/OAuth2, data protection.
Output: Security review report + remediation
Dockerfiles, GitHub Actions CI/CD, Terraform/CDK IaC, deployment strategy.
Output: Deployment pipeline + IaC
README, architecture docs, API guides, runbooks, onboarding.
Output: Complete project documentation
Cross-check all artifacts, validate completeness, ensure quality gates pass.
Output: Signed-off production-ready system