Tag:context engineering

Articles tagged "context engineering".

• 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 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