Conclusion
You have completed the two-hour AI-Powered SDLC workshop. The goal was not to memorize every Claude Code capability; it was to practice directing, constraining, and verifying work across a connected development lifecycle.
What you practiced
| Phase | Durable outcome |
|---|---|
| Foundation | An outcome-oriented delegation and supervision model |
| Configuration | Repository guidance in CLAUDE.md |
| SDLC 1: Requirements | Structured requirements, user stories, and backlog |
| SDLC 2: Design | Specification, architecture plan, ADR, and design review |
| SDLC 3: Implementation | Tests, implementation, review findings, and completed work |
What to explore next
- Turn recurring validation and review procedures into skills.
- Use focused custom agents for research, testing, or independent review.
- Add hooks for checks that must run deterministically.
- Use MCP when the workflow needs external tools or data.
- Complete the optional Ralph Loop module to automate the workflow.
Clean up
If you deployed workshop infrastructure in your own AWS account, delete the CloudFormation stack when you are finished to avoid ongoing charges.