How We Finally Solved Test Discovery

📰 Dev.to · Wes Nishio

Learn how a 5-tier scoring system and content-aware matching solved test discovery issues

intermediate Published 1 Apr 2026
Action Steps
  1. Replace flat scoring with a 5-tier scoring system to improve accuracy
  2. Validate the scoring system against real repositories to ensure effectiveness
  3. Implement content-aware matching to fill gaps in test discovery
  4. Test the new system with multiple repositories to validate results
  5. Compare the outcomes of the new system with the old flat scoring system
Who Needs to Know This

Developers and QA engineers can benefit from this approach to improve test discovery and validation

Key Insight

💡 A 5-tier scoring system and content-aware matching can effectively solve test discovery issues

Share This
🚀 Improved test discovery with 5-tier scoring and content-aware matching!

Key Takeaways

Learn how a 5-tier scoring system and content-aware matching solved test discovery issues

Full Article

A 5-tier scoring system validated against 17 real repos replaced flat scoring that broke with real data. Content-aware matching fills the gaps.
Read full article → ← Back to Reads