74%
Local Coverage
Most requests don't need a cloud model.
A 1.2B parameter model running on consumer hardware handles 74% of
agentic requests at $0 cost with sub-100ms latency.
The remaining 26% escalate intelligently.
(1+λ)n
Compound Learning
Every overnight session makes the next one smarter.
Shadow DPO pairs, graph memory, and behavioral distillation
create a compounding loop. Small lambda, large n, exponential result.
0
Dependency Tax
Your keys. Your hardware. Your data.
No telemetry. No proxy. No API keys shared with a routing service.
The core is MIT-licensed. Self-host forever. Paid tiers add
operational tooling, not routing capability.