Prompt

<documentation_synthesis>
Generate multi-layered documentation using AmpCode's comprehensive analysis:

LAYER 1: Executive Summary
- Business value proposition
- High-level architecture diagram
- Key performance metrics

LAYER 2: Technical Architecture
- System component interactions
- Data flow diagrams
- API specifications
- Database schemas

LAYER 3: Developer Guide
- Setup and configuration
- Development workflow
- Debugging strategies
- Common pitfalls and solutions

LAYER 4: Operational Runbook
- Deployment procedures
- Monitoring and alerting
- Incident response playbook
- Scaling guidelines

LAYER 5: Knowledge Base
- Design decisions and rationale
- Trade-offs considered
- Future enhancement opportunities
- Lessons learned

Auto-generate examples, diagrams, and interactive documentation where applicable.
</documentation_synthesis>