Insights
Notes on Enterprise AI, Architecture & Delivery
Field notes from the intersection of enterprise governance and applied AI, from AEO/GEO search architectures to the organizational hurdles that stall AI integration.
Beyond Vibe Coding: Why AI Prototypes Need More Than Better Prompts
Lessons from two AI-assisted prototypes on workflow continuity, human oversight, and the architectural discipline needed to turn promising demos into dependable systems.
Read articleFrom Stalled Platform to Live Storefront: A Startup Lesson in Delivery Leadership
How a phased Shopify launch, hands-on technical leadership, and founder enablement turned a stalled e-commerce initiative into a foundation for measurable growth.
Read articleThe Hands-On Leader: Why Technical Fluency Still Matters in the Age of AI
What an AI-assisted website rebuild taught me about technical fluency, architectural judgment, and disciplined delivery.
Read article