Insights

Notes from the work — essays, news, and the occasional sharp opinion.

A running record of what I’m building, reading, and arguing about. Engineering leadership, AI-native delivery, and the messy reality of modernising enterprise platforms.

Latest · Essay

3 June 2026 · 4 min read

AI-First Delivery: Running the Pilot the Right Way

Inside our AI-first delivery pilot for SCM — what we're building around coding agents, why guardrails come before velocity, and what early signals tell us.

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