Amazon Q Developer Accelerates AWS DMS Conversions

On March 31, 2026, Amazon demonstrated how Amazon Q Developer augments AWS Database Migration Service Schema Conversion (AWS DMS SC) with generative AI to accelerate SQL Server to Amazon Aurora PostgreSQL migrations. The post shows automated workarounds, PL/pgSQL translations, and generated test cases for unconverted objects. The integration reduces manual conversion and testing effort while requiring developer review and validation before production.
Key Points
- 1Generates generic workarounds and converts unhandled schema objects during AWS DMS SC migrations.
- 2Reduces manual effort by automating SQL Server to Aurora PostgreSQL code translations and test-case generation.
- 3Enables faster migrations and testing; practitioners should review and adapt generated PL/pgSQL code for correctness.
Scoring Rationale
Official AWS documentation presents actionable tooling that automates conversion and test-case generation, boosting practicality and credibility. Scored high for strong relevance, credibility, and direct usability; boosted slightly for authoritative source and same-day timing.
Sources
Public references used for this report.
Practice interview problems based on real data
1,625 SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems

