Engineering Insights

Thoughts on systems engineering, AI governance, and the architecture of complexity.

AI Excavator CMM Levels
February 13, 2026

Defect-Free by Design: What Michael Fagan Taught Me About AI Agents

Every defect is a symptom — the disease is upstream. Learn how we apply the Fagan Inspection Process to create self-improving agentic production systems.

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AI Excavator needs help
February 13, 2026

JOMC: Why AI Agents Can’t Refactor Themselves

AI agents are world-class pattern matchers, but they lack architectural wisdom. Learn why humans must act as the "Circuit Breaker" to prevent the recursive loop of fragile fixing.

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Excavators and the PDCA Cycle
February 10, 2026

The Physics of AI Orchestration

Orchestrating agents looks a lot like orchestrating massive programs of work. How to use Systems Engineering principles to master AI.

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Structured Oversight
February 8, 2026

The Foreman’s Desk: Schedule Rigor in the Age of AI

Agile task lists fail at AI scale. Learn how we use BP6 to bring heavy-industry scheduling discipline and Critical Path analysis to the "AI Excavator."

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AI Agent Architecture
January 21, 2026

The Padded Room: Engineering a Safe Space for AI Agents

AI models are confident but prone to hallucination. Learn how we use strict internal standards and "padded room" configurations to turn chaotic potential into reliable engineering.

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Excavator
January 9, 2026

The Re-Awakening of Systems Engineering

We are moving from "spec-then-code" to an iterative feedback loop where AI helps refine requirements. Why disciplined specification is the new superpower in the age of AI.

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