The map is not the territory, but the pattern is the path.
Software developer with ~20 years of experience, building open protocols for AI agent composition. Creator of the [&] Protocol ecosystem — a three-protocol stack that defines how AI agent capabilities compose, circulate, and get measured.
| Protocol | Purpose | What it does |
|---|---|---|
| [&] Protocol | Structural composition | Declares what an agent is — memory, reasoning, time, space, governance — compiled to MCP + A2A |
| PULSE | Temporal loop algebra | Declares how loops run — phases, cadence, nesting, cross-loop signals |
| PRISM | Diagnostic measurement | Measures how loops perform — the first self-improving benchmark for agent memory |
Elixir/OTP application with a durable SQLite-backed knowledge graph, confidence-updating learning loop, and MCP server exposing 5 loop-phase machines. Ships as an npm package (npx -y graphonomous), works with Claude Code, Zed, Cursor, and any MCP client.
768D neural embeddings (nomic-embed-text-v2-moe)
AGM-rational belief revision and intentional forgetting
455+ tests, 92.6% QA proxy accuracy on LongMemEval
The open spec, JSON schemas, Elixir reference implementation, and npm/Python SDKs. Five capability primitives: &memory, &reason, &time, &space, &govern.
Elixir/OTP benchmark engine for iterative agent memory systems. Compose scenarios, run against any registered system, observe with CL-dimension scoring, reflect with IRT calibration.
Temporal algebra standard. Every loop declares its phases, cadence, substrates, invariants, and cross-loop connections in a single manifest file.
The [&] ecosystem includes 10+ products sharing a unified Supabase backend, each with its own spec:
| Project | Domain |
|---|---|
| BendScript | Knowledge graph editor (SvelteKit + Supabase) |
| WebHost.Systems | Hosting platform (Node.js + Vite + React) |
| FleetPrompt | Agent marketplace |
| AgenTroMatic | Deliberation engine |
| Delegatic | Governance protocol |
| GeoFleetic | Spatial intelligence |
| TickTickClock | Temporal intelligence |
| OpenSentience | Research runtime |
Languages: Elixir/OTP, TypeScript, JavaScript, SQL, SvelteKit
Infrastructure: Supabase (shared PostgreSQL), SQLite (embedded), Fly.io, Vite, React
    
MCP defines how agents call tools. A2A defines how agents call agents. [&] defines how capabilities compose into a coherent agent.