Monthly performance summary for 2024-10 (apache/auron repo, Blaze Spark extension). Delivered a robust enhancement to ORC and Parquet format detection by generalizing the detection logic from direct type checks to flexible string-based class name checks. This change improves compatibility across Spark versions and configurations, reduces format-detection errors in production, and strengthens file format handling reliability in the Blaze Spark SQL extension. The effort aligns with cross-version support and operational stability, reducing potential ingestion failures and incident latency for Spark-based workloads. No explicit major bug fixes documented this month; the focus was on implementing a high-impact feature and laying groundwork for future extensibility. The change is captured in commit 032dc7edc65b1e36127cf360c985220c9ae1d5da (Blaze-627: Make ORC and Parquet format detection more generic (#628)).