Writing
AI-Assisted Product Engineering
How I use AI for exploration, implementation, debugging, and review while keeping responsibility for the product and technical decisions. The piece describes a practical loop of defining the outcome, inspecting the system, delegating bounded work, and verifying what was built.
Full article
Read the full piece
The full text is available by password. You can ask Hussein for access, and he’ll review the request personally.