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brainy/docs/planning/ROADMAP.md
David Snelling 2c4b34e9fb ORGANIZE: Move documentation to proper directories 
- Moved API design docs to docs/api-design/
- Moved planning docs to docs/planning/
- Root now only contains standard repo files (README, LICENSE, etc.)
- Keeps CLAUDE.md and PLAN.md uncommitted for privacy

Clean root directory for better project organization.
2025-08-25 09:53:41 -07:00

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Brainy Roadmap

Vision

Brainy aims to be the most intelligent, adaptable, and accessible AI database. This roadmap outlines our path to achieving that vision.

Current Version: 2.0.0 (January 2025)

✅ Completed Features (More than expected!)

  • Noun-Verb Taxonomy: With neural entity detection
  • Triple Intelligence: With query optimization
  • Storage Adapters: All 4 with multi-level caching
  • NLP: 220+ patterns with basic entity extraction
  • WAL & Entity Registry: Full implementation
  • Distributed Modes: Read-only/Write-only optimization
  • Neural Import: AI-powered data understanding
  • 11+ Augmentations: WebSocket, WebRTC, batching, more
  • Statistics System: Complete metrics tracking
  • Performance Monitor: Real-time monitoring
  • GPU Detection: WebGPU/CUDA detection
  • 3-Level Cache: Sophisticated caching system

🚧 Q1 2025 (Integration Needed)

Import/Export Integration

  • Wire existing CSV parser to CLI
  • Connect JSON parser to main API
  • Expose Neural Import via commands
  • Add SQL database import
  • Add MongoDB import

Enhanced Natural Language

  • Basic entity extraction (exists)
  • Improve entity extraction accuracy
  • Complex query understanding
  • Multi-language support

📅 Q2 2025

Monitoring & Observability Enhancement

  • Metrics collection (exists)
  • Performance tracking (exists)
  • Query analytics dashboard
  • Prometheus/Grafana export
  • OpenTelemetry integration

Auto-Optimization

  • Query pattern learning
  • Automatic index creation
  • Dynamic batch sizing
  • Cache strategy adaptation
  • Resource auto-scaling

Security Enhancements

  • Automatic encryption at rest
  • Audit logging system
  • Role-based access control
  • API key management

📅 Q3 2025

Advanced Augmentations

  • Compression augmentation
  • Advanced caching strategies
  • Neural document import
  • Custom augmentation marketplace

Cloud Integration

  • AWS auto-detection and optimization
  • Google Cloud integration
  • Azure support
  • Vercel Edge optimization
  • Cloudflare Workers support

Performance Optimizations

  • GPU acceleration (WebGPU/CUDA)
  • SIMD optimizations
  • Memory pressure handling
  • Connection pool auto-scaling

📅 Q4 2025

Distributed Computing

  • Clustering support
  • Multi-region replication
  • Sharding strategies
  • Consensus protocols
  • Federated queries

Compliance & Enterprise

  • GDPR compliance toolkit
  • HIPAA compliance features
  • SOC2 audit support
  • Data residency controls
  • Enterprise SSO

🔮 2026 and Beyond

Advanced AI/ML

  • Model fine-tuning interface
  • Active learning from feedback
  • Anomaly detection
  • Explainable AI
  • Multi-modal support (images, audio, video)
  • Custom embedding models

Developer Experience

  • Visual query builder
  • Browser-based admin UI
  • Mobile SDKs (React Native, Flutter)
  • GraphQL API generation
  • One-click cloud deployment

Ecosystem

  • Plugin marketplace
  • Community augmentations
  • Certified integrations
  • Training and certification
  • Enterprise support tiers

Contributing

We welcome contributions! Priority areas:

  1. Import/Export: Help us support more data sources
  2. Storage Adapters: Add support for more storage backends
  3. Augmentations: Create useful augmentations
  4. Documentation: Improve examples and guides
  5. Testing: Increase test coverage

See CONTRIBUTING.md for details.

Feature Requests

Have a feature request? Please:

  1. Check this roadmap first
  2. Search existing issues
  3. Open a new issue with the "enhancement" label

Versioning Strategy

  • 2.x: Current major version, backward compatible
  • Minor releases: New features (quarterly)
  • Patch releases: Bug fixes (as needed)
  • 3.0: Next major version (2026) with distributed support

Commitment to Open Source

All features on this roadmap will be:

  • ✅ MIT licensed
  • ✅ Available to everyone
  • ✅ No premium tiers
  • ✅ No artificial limitations

Status Updates

This roadmap is updated quarterly. Last update: January 2025

Star the repo to stay updated on progress! ⭐