Tag:text-to-SQL

Articles tagged "text-to-SQL".

• 31 MIN READ•Oct 12, 2026

  Schema Pruning and Few-Shot SQL Selection for Data Agents Facing Thousands of Columns

  How data agents prune enterprise schemas down to the columns that matter, ground filter values, and pick few-shot SQL examples with the right shape.

  data agentstext-to-SQLcontext engineering
• 31 MIN READ•Sep 28, 2026

  Twelve Queries That Pass Every Schema Check and Still Return the Wrong Number

  Twelve query patterns that pass schema validation and still return wrong numbers, with detectors, required metadata, and tested code for each.

  AI AgentsSemantic LayerData Quality
• 31 MIN READ•Sep 10, 2026

  Context Engineering for Data Agents

  Why text-to-SQL accuracy collapses on enterprise schemas, the five kinds of context an agent needs, where each one hides, and how to make the semantics legible.

  context engineeringsemantic layertext-to-SQL