June 2025 monthly summary for Apache Hudi (repo: apache/hudi). Focused on stabilizing Spark-based startup flows by eliminating SparkContext conflicts in the HoodieSparkQuickstart path, delivering a more reliable onboarding experience for Spark users.

Month 2025-05 — Focused on documentation accuracy for dedicated compaction in Apache Paimon. Delivered a targeted documentation patch to fix syntax in the sys.compact example, ensuring the partition_idle_time parameter is presented correctly. This change reduces user confusion and supports reliable configuration of dedicated compaction. The update aligns docs with current API behavior and is tracked in commit 771884dd1952ad3081b9f0f39f17cbf645adc316. Overall, this work reinforces product reliability and lowers support friction by clarifying configuration steps for users.