Leadership Labs

Choose a lab and navigate the decisions that shaped the outcome.

These are real decisions I've navigated — not textbook scenarios. Walk through the trade-offs, make the calls, and see how the outcomes unfold.

Security Vulnerabilities Were Accumulating in Our GraphQL Stack

Active CVEs in a production compliance platform. Audit scheduled. Limited team capacity. Every new feature built on a deprecated foundation.

The Cloud Migration That Almost Broke Our Export Service

3 weeks to migrate file storage from AWS S3 to Azure. The codebase has a storage abstraction layer. It looks clean. It isn't.

How do you handle a lead developer's resistance to migrating their legacy system?

The technical migration plan is solid, but the person who built what you're replacing isn't on board.