Tag: engineering-leadership

AI is a transformative technology, let's use it to improve ourselves. AI combined with Knowledge tracing will unlock the next evolution in education.

Direct API calls work fine for agent prototypes and one-off automations. When agents become core to how your system operates — needing to be observable, comparable, and replaceable without cascading changes — a different integration model is needed. Here's the architectural contract that makes it work.