Perspectives on Technology and Change

My ideas, thoughts and notes on AI and tech, commerce, growth, delivery, leadership and change management.

AI Delivery

What it takes to deploy AI in organizations: tooling, workflows, and trade-offs.

Transformation Operations

Governance, organizational change, and execution patterns that help programs survive.

Three Layers of External Memory for AI-First Development (What Actually Ships)
AI & Technology

Three Layers of External Memory for AI-First Development (What Actually Ships)

Chat context is not memory. A three-layer file system—session, operational, evergreen—plus hooks and git automation is how I keep production codebases coherent across hundreds of agent sessions.

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