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Stop Guessing: Building a Clarification Gate for Text-to-SQL Agents

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

The SQL can be valid, the query can execute, and the answer can still be wrong—because the agent quietly chose what the business meant. Imagine an enterprise database with three revenue measures: Business concept Physical field Meaning Booked revenue orders.booked_amount Value of accepted orders In…

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  1. 2026-10-28 10:58 · DEV Community — AI
    Stop Guessing: Building a Clarification Gate for Text-to-SQL Agents

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