- Entry date
- 15 August 2025
- Category
- Agents
- Lead over the world
- ~1–2 years ahead
- Access
- 🔒 Protected
One founder, a fleet of agents, and a hierarchy that plans without hallucinating — the orchestration engine behind the commercial work.
- >90%
- test coverage at production form (2025)
- 200+
- real agent packs the planner grounds in
- 219
- planner/executor tests (2026 hardening)
- 4-tier
- Director → Manager → Worker → Tool
Honest evaluation
The Director → Manager → Worker → Tool hierarchy is measured, not just claimed: >90% test coverage at production form, 219 planner/executor tests, and it is live and load-bearing in commercial work.
Runnable proof — see it work
What we learned — a preview
The honest edges are open even when the engine is not. The full report — what it was, what we built, and the measured internals — is protected.
- The deterministic planner grounds in real on-disk agent packs; a subset are execution-proven, and that ratio is tracked honestly rather than rounded up.
- The right abstraction was found empirically, after cheaper agent structures were tried and discarded.
- Commercial specifics are deliberately withheld — this report describes the pattern, not the client engagements it runs.
The deep body of “The production agent hierarchy — Director → Manager → Worker → Tool” is behind access.
We open the demos, the specs, and the method; we protect the engines, the model internals, and anything that touches commercial, safety-critical work. This report describes an engine — so its details are gated, and no client, company, or project is named. Members can read it in full; if you have a genuine reason to see it, tell us who you are and why.