# Next Steps

## Immediate Actions (Complete MVP)

1. **Complete Spec 007** (Basic Structured Logging) - In Progress
   - Implement structlog with JSON formatting
   - Add correlation ID tracking
   - Implement sensitive data sanitization
   - Add daily log rotation and retention policies
   - Achieve <5ms logging overhead target

2. **Complete Spec 008** (MVP Documentation) - Planned
   - Finalize README with uvx quick start examples
   - Generate API reference from operations.json
   - Create architecture diagrams
   - Write example use cases
   - Prepare contribution guide

3. **Security & Performance Validation**
   - Run automated security scans (credential detection)
   - Execute performance benchmarks (1000-operation sample)
   - Test with multiple AI assistants (Claude, ChatGPT)
   - Validate MCP protocol compliance

4. **Community Preparation**
   - Set up GitHub issue templates
   - Create PR template and contribution guidelines
   - Prepare initial release notes
   - Plan announcement strategy

## Phase 2 Planning

Once MVP validated and released:

1. **Epic & Story Breakdown** - Run: `*create-epics-and-stories`
   - Decompose Phase 2 features (Specs 009-020) into implementable stories
   - Prioritize based on community feedback and adoption metrics
   - Estimate effort and create sprint plan

2. **Architecture Review** - Run: `*create-architecture`
   - Validate Phase 2 technical approach (advanced features)
   - Design patterns for vector database (sqlite-vec)
   - Enterprise logging integrations (ELK, Splunk, CloudWatch)
   - Performance optimization strategies

3. **Community Roadmap**
   - Incorporate early adopter feedback
   - Prioritize features based on user requests
   - Establish contribution pathways for community
   - Plan conference talks and blog posts

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