Stage 3 / private decision plane
ComputeLlama ranks eligible routes against real commercial state, then produces immutable gateway configurations. It does not receive provider credentials, apply configuration, or claim counterfactual savings as realized.
Recommendations and route changes stay inspectable at each boundary.
Developers
The same recommendation contract can run locally or through the authenticated hosted service.
pnpm optimizer recommend \
--decision-key coding-2026-08-03 \
--workload coding-agent \
--policy research-defaultAgents
Recommend, explain, simulate, generate, inspect, diff, approve, roll back, and poll route-change alerts through the same service contract.
Control boundary
Every decision, configuration, approval, rejection, rollback, and alert is tenant-isolated, append-only, canonicalized, and hashed.
Decision lifecycle
Stage 4 applies later; this control plane produces bounded, reviewable records.
Join exact public evidence, independent performance, private terms, balances, budgets, and policy into one immutable decision.
Replay the exact snapshot or test explicit counterfactuals without rereading changing data or sending inference traffic.
Emit credential-free LiteLLM, OpenRouter, or Portkey documents with source digests and a bounded fallback sequence.
Bind approval or rejection to one exact manifest digest. Rollback creates a new unapproved revision instead of rewriting history.