Human Factors in Engineering

H07 Debugging Like a Coach: Fixing Team Bugs Before They Crash the Game

March 19th, 2026

9:30am - 10:45am

Level: Introductory to Intermediate

Amber Vanderburg

Founder

Pathwayz Group

Every developer knows how to debug bad code—but how good are you at debugging a bad team dynamic?

In sports, coaches analyze real-time data, player behavior, and performance breakdowns to fix issues before they cause the game. Yet in tech, we often let misaligned teams, inefficient workflows, and poor communication go unchecked—until we hit a major release failure or a full-on team meltdown.

This session will show you how to apply the coaching mindset to engineering leadership, using game film analysis, real-time feedback loops, and proactive team debugging to prevent small misalignments from becoming full-blown disasters. You’ll learn how to spot early warning signs of dysfunction, use data-driven decision-making to optimize team performance, and run post-mortems that actually lead to change (not just another boring meeting).

If you can debug a program, you can debug a team—let’s break down the playbook.

You will learn:

  • Identify the “silent bugs” in tech teams—bottlenecks, misalignment, and ineffective communication—that hurt performance but often go unnoticed.
  • Use data-driven coaching techniques from pro sports (real-time analytics, film reviews, and performance tracking) to improve engineering team efficiency
  • How to run engineering retrospectives like a game tape review—breaking down past plays to improve future execution