How Data Platforms Devolve Into 'SQL Jungles'—And How to Fix Them

Ravi Kapoor

AI Tools CorrespondentMar 26Towards Data Science✓Verified across 1 source

The Brief

Data platforms gradually accumulate complexity as business logic fragments across SQL scripts, dashboards, and scheduled jobs, creating unmaintainable systems. A new Towards Data Science analysis examines how this happens and strategies to restore structure before technical debt becomes unmanageable.

✓Verified across 1 independent source

Sources

01https://towardsdatascience.com/escaping-the-sql-jungle/

How Data Platforms Devolve Into 'SQL Jungles'—And How to Fix Them

Google Releases MedGemma 1.5, an Open Medical AI Model for CT Scans, MRIs, and Clinical Records

Apple Research Finds Optimal Mix of Real and Synthetic Training Data

Apple Releases ProText Benchmark to Measure AI Misgendering in Long-Form Text