John Cunningham from Microsoft discussed how using Team Build can improve IntelliTrace functionality. Team Build allows developers to automatically collect diagnostic data during builds, enabling more robust debugging and issue reproduction across a team's codebase. This diagnostic data includes details on exceptions, method calls, and object instantiations that can help pinpoint where problems occur.