From Tutorials to Shipping: Why Open Source Pair Programming Works in Hiring

The gap between clean tutorials and messy production code is where most hiring fails. Pair programming on real open source bugs forces candidates to navigate actual architecture, edge cases, and collaboration—accelerating competence development far faster than training programs. This approach validates the ability to deliver under realistic constraints, which is exactly what matters when making hiring decisions.