Insights
Make the system
legible.
Practical perspectives on governing AI-enabled delivery, building engineering capability, and connecting applied AI to dependable workflow.
Models and questions to use in your own engineering discussions.
Latest writing
3 field notes · Updated as the work evolves
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Agentic engineering · Governance
A practical governance model for agentic SDLC
A delivery-first model for governing coding agents across planning, execution, validation, escalation, and evidence.AI adoption · Engineering capability
From Copilot adoption to controlled agentic delivery
A capability path that moves teams from individual AI assistance toward shared, observable, and governed coding-agent workflows.Healthcare AI · Workflow architecture
Turning healthcare AI output into dependable workflow
Why transcription, extracted facts, and generated documents create value only when they enter a traceable path for review and action.Contact