Datadog Error Tracking, integrated with GitHub, enhances the debugging process for developers by providing detailed insights into errors, facilitating quicker resolution. By automatically grouping similar errors and offering contextual metadata, it aids in identifying the exact lines of code responsible for an error and highlights the commit likely to have introduced it. The integration utilizes GitHub CODEOWNERS to clarify code ownership, ensuring that the correct teams are accountable and can prioritize issues effectively. Additionally, the feature of Suspect Commits allows for automatic assignment of issues to the developers responsible for the problematic changes, minimizing manual intervention and accelerating the triage process. This comprehensive approach reduces investigation time, keeps developers focused, and improves the overall efficiency of error resolution in complex codebases.