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Overview
Enterprise AI advisory, venture work, and open-source agent engineering research from Michael Isaac, grounded in thirty years of building software.
News
The agent believes its own gate
Buzz's agent lifecycle hooks are advisory and fail open. We built the first third-party gates for the convention and measured exactly where the enforcement boundary sits.
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Report
The Agent Harness Is The Product
The model is only one part of an AI product. The harness around it determines whether the system is reliable, governable, auditable, and usable in enterprise settings.
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Report
ISO-Ready Is Not A Badge. It Is An Engineering Posture.
ISO-ready software is not the same as certified software. It is software built with owners, evidence, controls, gaps, and audit discipline from the beginning.
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Report
Sub-Processor Control Is The Hidden AI Agent Runtime Problem
Model routing is not only an engineering convenience. In enterprise AI systems, provider choice becomes a governance and procurement control.
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Report
AI Coding Procurement Evidence Is The Metric That Matters
AI coding should not only be measured by task completion. The stronger metric is how quickly a feature becomes secure, explainable, and procurement-ready.
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Report
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