Field notes on strategy, architecture, and leadership for technology executives building AI and multi-agent systems — from 30+ years of shipping autonomous software, not slideware.
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CTO Effectiveness is a thesis: the frontier models raise the floor for everyone, simultaneously. Durable advantage lives at the institutional ceiling — the accumulated, outcome-tested judgment of how your organization decides.
This is where we publish the architectures, frameworks, and field notes for the executives building it — written by a practitioner who was shipping autonomous software agents in Java twenty-five years before “agentic” was a category.
Why the reasoning behind enterprise decisions — not the state they leave behind — is the next great compounding asset, and how to start capturing it.
ETL receives the output of decisions. Agents in the write path capture the reasoning. A field guide to where the value actually accrues.
A reference architecture for multi-agent systems: isolated semantic memory per agent, a shared causal event log for the system.
Isolation at the inference layer, not just the data layer. Why law firms, hospitals, and banks cannot ship multi-agent systems without it.
Consulting is theater. Engineers with commit access beat consultants with slides. A practitioner's case for operationalizing strategy as agents.
Long-form essays on building decision-intelligent, multi-agent enterprises. For CTOs, founders, and the engineers who ship.