Practical thinking on AI transformation, engineering leadership, and what it takes to modernize any business.
Most AI roadmaps are tool lists dressed up as strategy. The roadmap that actually works is a decision sequence, ordered by what has to be settled before the next decision can be made well.
Agentic development is not AI writing code while engineers watch. It is a software development lifecycle in which formal specifications become the contract, AI agents become the implementation layer, and human review moves to where it produces the most leverage.
Most companies hiring their first technology executive in 2026 still treat the role the way they would have in 2016. The fractional model is not a discount version of a full-time CTO. It is a different job, and the moment calls for it.
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