Working notes from the field: protocol updates, deployment dispatches, and short essays on building the autonomous-execution layer for IT operations. Filed irregularly, archived in full.
Estates have outgrown their operators. Every wave of automation (scripts, RMM playbooks, AIOps clustering) bought time but never closed the loop. The missing primitive is a live model the agent can reason against, rehearse in, and act through.
How the twin ingests, reconciles, and materializes a single source of truth across PSA, RMM, SIEM, identity, and cloud.
Blast radius, simulation, and consent before any action touches the estate.
Six weeks. 38,000 outstanding KBs at start. What the agent reconciled, and the two incidents it surfaced.
AIOps stops at the alert. The last mile, the action, is where autonomy begins.
One filing per fortnight, archived in full. No marketing inflation, no tracking pixels. Plain text and the occasional spec table.
