Build · ~minutes
Agentic execution
Governed autonomy — agents iterate on real operational facts, not sandbox prompts.
Resource · Loop readiness · I/O Mesh
Loop readiness self-assessment
Score how far your team has closed nested learning loops on governed operational heartbeats.
Maps to the same nested-loop framing as the loop engineering guide — industry loop design mapped to I/O Mesh heartbeats and time-to-first-heartbeat.
Steer · ~hours
Developer steering
Context advantage — owners steer with dashboards and memory, not QA ticket farming.
Compound · ~days–weeks
Firm compounding
Firm IQ compounds — prove workflow lift from real usage before you scale agent spend.
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