The Robo Stack in Production: An Operational Case Study Capstone for Managing Agentics Ops

The Managing Agentics Ops Decalogy has, across its first nine papers, specified the operational depth of agentic system deployment: capacity sourcing, heterogeneous compute routing, the capex/opex inflection, persona drift and hallucination as a production discipline, the QA lookback loop, cost guardrails, cross-account harness coordination, sprint discipline, and security and provenance. This tenth paper is the operational case study capstone: a documented production deployment — the Non Sequitur Robo Stack — that demonstrates all nine prior papers operating together in real conditions, with measurable outcomes. The paper is the empirical counterpart to MR-P10's reference architecture: MR-P10 specifies the Mission-Ready architecture; MAO-P10 demonstrates the Managing Agentics Ops operational layer running on that architecture in production. The cross-reference matrix in §3 maps every operational element of the Robo Stack to its originating MAO paper. The conformance specification in §4 names what an organization adopting the MAO operational layer must demonstrate. Closure of this capstone unblocks the Intent Horizon series at G2.