Intent-Aware
Every commit carries structured intent metadata — category, description, tags, reasoning, and confidence. Query by “why,” not just “what.”
AgentStateGraph
The missing infrastructure primitive for the AI agent era. Every state change captures what changed, why, who authorized it, and what alternatives were considered.
Why AgentStateGraph?
Section titled “Why AgentStateGraph?”Branching & Speculation
Agents explore state spaces via O(1) branching. Create speculations, compare side-by-side, commit the winner, discard the rest.
Full Provenance
Authority chains, delegation, resolution reports, and notification policies. Trust becomes auditable, not assumed.
Multi-Agent Native
Sub-agent orchestration with scoped sessions, path restrictions, and intent decomposition trees. Built for the orchestrator pattern.
The Four Architecture Eras
Section titled “The Four Architecture Eras”| Era | Unit of Work | Key Primitives |
|---|---|---|
| Monolithic | Function call | OS, filesystem, local DB |
| Batch / Request-Response | Request → Response | HTTP, REST, SQL, queues |
| Streaming | Event | Kafka, Flink, event stores, CQRS |
| Intent-based | Intent → Outcome | AgentStateGraph |
Use It From Anywhere
Section titled “Use It From Anywhere”- MCP Server — 20 tools, any MCP-compatible agent
- Rust — native library, 137 tests
- Python — PyO3 bindings
- TypeScript/Node — napi-rs bindings
- Go — CGo via C FFI
- WASM — 997KB, runs in any browser