Blog - Practical essays on product, engineering, and AI‑accelerated delivery

Grounded in shipped outcomes – strategy, engineering leadership, and AI in practice.

AI‑assisted development is the mobile camera moment – powerful, not a pro replacement

AI makes coding more accessible and faster, but complex, custom, and optimized products still need experienced engineers to wield it right.