Roles match the work
Implementation, repair, exploration, and adversarial review can be separated into explicit roles with model and effort validated against the execution vendor.
Agent lanes
Give every worker a clear job
MUON routes bounded work to Claude Code and Codex, records ownership, enforces fleet and delegation limits, and can require a different vendor for an independent second opinion.
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Claude Code and Codex are dispatch-ready; Cursor is readiness-only
Governed Claude Code and Codex workersPer-vendor capacity controlsOwnership overlap checksCross-vendor second opinion
Delegation stays bounded
Depth, direct children, total descendants, iterations, wall-clock budget, and lineage remain visible and enforced.
Every integration has a clear boundary
Claude Code and Codex are governed execution lanes. Cursor is a human-owned continuity path, while Ollama strengthens local memory recall rather than acting as a coding worker.
Agents coordinate through explicit contracts and shared state, so engineers can lead through intent and review instead of micromanaging agent windows.
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