Initial commit: Grimlock project structure and vision
- Comprehensive README with product vision - Detailed VISION.md with market strategy and roadmap - ROADMAP.md with development timeline - Project directory structure (backend, frontend, docs, docker, scripts, connectors) - .gitignore configured Grimlock is Vector Zulu's AI-native company operating system - the Jarvis for modern businesses.
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ROADMAP.md
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ROADMAP.md
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# Grimlock Development Roadmap
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## Current Status: Project Initialized (February 12, 2026)
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---
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## Week 1: Core Backend Foundation
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**Goals:**
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- [x] Repository created and initialized
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- [ ] Backend project structure
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- [ ] FastAPI server with basic endpoints
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- [ ] Claude API integration
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- [ ] Basic context management system
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- [ ] Simple CLI for testing
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**Deliverables:**
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- Working FastAPI server
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- Can send message to Claude and get response
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- Context files loaded from disk
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- Basic logging and error handling
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---
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## Week 2: Web Interface & Document Generation
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**Goals:**
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- [ ] React/Next.js frontend setup
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- [ ] Chat interface UI
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- [ ] WebSocket for real-time responses
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- [ ] Document generation (Markdown, PDF)
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- [ ] Spreadsheet generation (CSV, JSON)
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- [ ] File upload/download
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**Deliverables:**
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- Working web interface at localhost:3000
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- Chat with Grimlock via web UI
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- Can generate and download documents
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- Basic authentication
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---
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## Week 3: Git Connector & Vector Zulu Context
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**Goals:**
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- [ ] Git connector architecture
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- [ ] Read-only access to repositories
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- [ ] Code search functionality
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- [ ] Load Vector Zulu project summaries
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- [ ] Load reference architectures
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- [ ] Test with UTILEN and Vector Zulu platform docs
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**Deliverables:**
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- Can query git repositories
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- Grimlock has Vector Zulu context loaded
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- Can answer questions about UTILEN patterns
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- Can pull code examples from repos
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---
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## Week 4: Role-Based Intelligence & Polish
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**Goals:**
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- [ ] User roles (Engineer, BD, Admin, Executive)
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- [ ] Role-based response tailoring
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- [ ] Usage analytics
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- [ ] Error handling improvements
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- [ ] Docker deployment
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- [ ] Basic documentation
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**Deliverables:**
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- Deployed on Vector Zulu infrastructure
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- Team members can access and use
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- Differentiated responses per role
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- Ready for internal pilot
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---
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## Month 2: Enhanced Features & Stability
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**Week 5-6: Additional Connectors**
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- [ ] Database connector (PostgreSQL read-only)
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- [ ] File storage connector (MinIO/S3)
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- [ ] Calendar integration (basic)
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- [ ] Connector plugin architecture
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**Week 7-8: Advanced Generation & UX**
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- [ ] Presentation generation (PDF/PPTX)
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- [ ] Advanced spreadsheet features
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- [ ] Chat history and search
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- [ ] Mobile-responsive design
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- [ ] Performance optimization
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---
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## Month 3: Production-Ready & Internal Launch
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**Week 9-10: Security & Multi-Tenancy**
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- [ ] SSO integration
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- [ ] RBAC (Role-Based Access Control)
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- [ ] Audit logging
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- [ ] Multi-tenant data isolation
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- [ ] Security hardening
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**Week 11-12: Documentation & Internal Launch**
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- [ ] User documentation
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- [ ] API documentation
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- [ ] Admin guide
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- [ ] Deployment guide
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- [ ] Internal launch at Vector Zulu
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- [ ] Gather feedback and iterate
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---
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## Months 4-6: Beta Customer Features
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**Goals:**
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- [ ] Mobile apps (React Native)
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- [ ] Desktop app (Electron)
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- [ ] 10+ pre-built connectors
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- [ ] Admin dashboard
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- [ ] Usage analytics
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- [ ] Self-service onboarding
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- [ ] 5-10 beta customers onboarded
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---
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## Months 7-12: Public Launch
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**Goals:**
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- [ ] Advanced artifact generation
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- [ ] Workflow automation
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- [ ] Scheduled tasks
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- [ ] Compliance features
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- [ ] Billing system
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- [ ] Marketing website
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- [ ] Public launch
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- [ ] 20+ paying customers
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---
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## Priority Features (Next Sprint)
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### High Priority
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1. FastAPI backend with Claude integration
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2. Basic web interface
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3. Context loading from files
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4. Document generation
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### Medium Priority
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1. Git connector
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2. Role-based responses
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3. Usage logging
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4. Docker deployment
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### Low Priority (Later)
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1. Mobile apps
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2. Advanced analytics
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3. White-label features
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4. API marketplace
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---
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## Technical Decisions Log
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**February 12, 2026:**
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- **Decision:** Use FastAPI for backend (proven with UTILEN)
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- **Rationale:** Team familiar, fast, good async support
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- **Decision:** Use React/Next.js for frontend
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- **Rationale:** Modern, good ecosystem, SSR capabilities
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- **Decision:** Start with Claude API (not self-hosted models)
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- **Rationale:** Faster development, proven quality, can add self-hosted later
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- **Decision:** PostgreSQL for metadata/users
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- **Rationale:** Reliable, team familiar, good performance
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- **Decision:** Self-hosted first, cloud later
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- **Rationale:** Matches go-to-market strategy, proves data sovereignty
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---
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## Success Criteria
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### MVP Success (Month 3)
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- [ ] 100% Vector Zulu team adoption
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- [ ] 5+ queries per user per day
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- [ ] 3+ artifacts generated per user per week
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- [ ] 80% reduction in "where's that file?" questions
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- [ ] Positive feedback from all departments
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### Beta Success (Month 6)
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- [ ] 5+ beta customers
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- [ ] 80%+ user activation within each company
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- [ ] 3+ written testimonials
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- [ ] <5% churn rate
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### Launch Success (Month 12)
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- [ ] 20+ paying customers
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- [ ] $50k+ MRR
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- [ ] <5% monthly churn
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- [ ] Product-market fit validated
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---
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## Known Risks & Mitigation
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**Risk:** Development takes longer than expected
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- **Mitigation:** Start extremely simple, iterate based on usage
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- **Mitigation:** Use AI to accelerate development (meta!)
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**Risk:** Vector Zulu team doesn't adopt
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- **Mitigation:** Involve team early in design
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- **Mitigation:** Solve real pain points they have today
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- **Mitigation:** Make it obviously better than current workflows
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**Risk:** AI costs too high
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- **Mitigation:** Implement caching strategies
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- **Mitigation:** Use Sonnet for simple queries, Opus for complex
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- **Mitigation:** Monitor costs closely, optimize prompts
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---
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## Next Actions (Immediate)
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1. Set up backend project structure
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2. Create FastAPI server with Claude integration
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3. Implement basic context loading
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4. Create simple CLI for testing
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5. Begin frontend setup
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**Owner:** JA + Claude
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**Target:** Week 1 completion by Feb 19, 2026
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