AI

Technical debt behaves like an actual financial instrument, with a principal, an interest rate, and a maturity date. Most leaders never learn to read it that way, and the businesses they run pay for the illiteracy.

• technical debt
• P&L
• engineering leadership
• cloud-native
• board governance
• AI

Vague requirements that once produced slow, mediocre features now produce fast, confidently wrong ones. The PM role does not shrink in an AI-native environment; it front-loads, and becomes the highest-leverage function in the build process.

• product management
• AI
• agile
• requirements
• software development