ConceptSQL drafting loop
SQL Drafting Loop
A multi-turn loop in which an agent reads a schema summary, drafts SQL, executes it read-only, reads errors, and repeatedly revises it. Its cost rises as conversation history accumulates, making it a typical scenario for evaluating deployment location and context management.
Timeline (last 90 days)
Oct 16
In the Agent's SQL drafting loop, each round of revision resends the entire conversation history of all previous attempts verbatim, causing prompt tokens to grow with the number of attempts, i.e., context bloat.
Unverified50%