Engine Guide
Deep dive into the specialized subsystems that power AGI-HIVE.
P-Axis Routing
Intelligent router that picks the right model (Claude, GPT, Gemini, etc.) based on complexity, cost, and constraints.
Key Capabilities
- Task classification & cost-aware routing
- Model preference & fallback handling
- Optimization endpoint for provider mixes
- Cost and decision stats
Sentinel Security
Code and dependency scanner for vulnerabilities, drift, and risk checks.
Key Capabilities
- Code + dependency scanning
- Risk checks and alerts
- Drift / unused imports / dependency graph
- Integration with Forge issues
Hunger Tasks
Gap detection and task generation to turn findings into prioritized work.
Key Capabilities
- Gap detection from code
- Task prioritization and quick wins
- Sprint plan suggestions
- Feeds Workspace command center
Worldview
Situational awareness and relationship mapping across your code and events.
Key Capabilities
- Dependency maps and circular detection
- Snapshots and awareness exports
- Context relationships
- Feeds dashboards and chat context
Cortex Learning
Pattern learner that tracks improvements and feedback to level-up the swarm.
Key Capabilities
- Pattern recognition from evidence
- Improvement tracking and feedback loop
- Cycle runs with stats
- Dashboards for patterns & recommendations
Narrator & Evidence
Evidence ledger plus explanations so humans can audit and learn from every action.
Key Capabilities
- Immutable evidence logging
- Narrator explanations of evidence chains
- Risk + decision lineage
- APIs to append/query evidence
Reflector
Self-improvement engine that detects patterns and generates hypotheses for system optimization.
Key Capabilities
- Pattern detection from evidence
- Hypothesis generation
- Fix proposal creation
- A/B testing integration
Oracle Predictions
Predicts build outcomes and risk before execution.
Key Capabilities
- Build failure prediction
- Risk forecasting
- Confidence calibration
- Success probability scoring
Economist
Manages budgets and optimizes resource allocation across the swarm.
Key Capabilities
- Budget allocation
- Cost tracking
- ROI optimization
- Spare token economics
Diplomat
Coordinates multi-agent negotiations and resolves conflicts.
Key Capabilities
- Agent negotiation
- Consensus building
- Conflict resolution
- Cross-engine coordination
Replay
State snapshots and time-travel for debugging and restoration.
Key Capabilities
- Build replay
- State snapshots
- Divergence detection
- Time-travel debugging
Risk Governor
Safety layer that protects sensitive zones and enforces blast radius limits.
Key Capabilities
- Blast radius limits
- Sensitive zone protection
- Auto-rollback triggers
- Human override integration