django GitHub Actions Analytics

The Django GitHub organization exhibits commendable repository activity for October 2025, reflecting strong collaboration patterns and team dynamics that are vital for open source metrics. Over this period, the organization recorded **506 total runs** in GitHub Actions, achieving an impressive **88.95% success rate** with **451 successful runs**. Such performance underscores the reliability of development processes, essential for maintaining high-quality software.

When analyzing temporal trends, the average duration of workflows was **379.65 seconds**, with the longest clocking in at **21631 seconds**. Notably, the **“Schedule tests”** workflow had the highest average duration at **5107.65 seconds**, indicating extensive test coverage. In contrast, the **“Create and publish a Docker image”** workflow achieved a flawless **100% success rate** across **39 runs**, highlighting effective deployment processes that enhance GitHub performance.

Despite a slight **1.0% decrease** in total runs compared to previous months, the consistent success rate reflects a strategic shift towards quality over quantity, a crucial aspect for sustaining developer trust. Metrics from the **“Benchmark”** workflow, which achieved an **89.29% success rate** across **28 runs**, alongside the **“Tests”** workflow with **92.59%** over **108 runs**, emphasize Django's commitment to robust performance and reliability.

For engineering leaders and developers looking to engage with Django, these insights into pull request metrics and developer contribution trends underscore the organization’s focus on maintaining high standards in code investment and project health.