A 70.2% execution accuracy on the Spider 2.0 benchmark marks a new state-of-the-art for text-to-SQL. The PExA framework treats query generation like software test coverage, executing atomic SQLs in parallel to gather semantic data. This approach reduces the latency-performance trade-off. Practitioners can now generate complex queries with higher precision and faster iteration.