Product Vision: v1.0 → v2.0 → v3.0
"Project intelligence that grows with your codebase"
The persistent layer between developers and their AI assistants
Project Health Scanner
Comprehensive project analysis across four dimensions, delivering actionable insights quickly.
- Coverage percentage
- Freshness tracking
- Cross-reference validation
- TODO/FIXME tracking
- Dependency age analysis
- Complexity scoring
- Test file ratio
- Coverage gaps
- Integration test presence
- REQ file coverage
- Implementation links
- Orphan detection
AI Project Coordinator
Multi-agent orchestration with session persistence and automatic context injection.
Orchestrate multiple AI sessions working in parallel
Never lose context—resume where you left off
Relevant context auto-loaded for each task
Real-time notifications for project issues
AI Product Manager
Autonomous project management with stakeholder communication and sprint execution.
AI-generated balanced sprints from backlog
Executive summaries on demand
Visual roadmaps with dependencies
Proactive blocker identification
Federated Intelligence Network
Neural Commander becomes the reference implementation for the Autonomy Alliance Protocol—a federated network where developers share learnings, patterns, and reputation across nodes.
Peer-to-peer network, no central server
Earn reputation that follows you anywhere
Anonymous pattern exchange across projects
Beautiful Economy & Distributed AI
The ultimate vision: a Beautiful Economy where developers contribute compute, earn reputation tokens, and access collective AI intelligence without relying on centralized providers.
Earn from contributions, stake for access
Contribute spare compute, access AI
No vendor lock-in, community-owned
🌱 Liberation Technology
The Community Edition is MIT-licensed—anyone can fork it. The future protocol will be an open standard. Forks can participate in the network.