During June 2025, Noisebuddy2024 focused on stabilizing crash reporting and improving maintainability for the crossoverJie/starrocks repository. They upgraded Breakpad to version 2024.02.16 and patched dump_syms to resolve a crash in the .relr.dyn region, enhancing the reliability of crash reporting and potentially reducing the starrocks_be binary size. Their work involved updating build scripts, managing dependencies, and validating compatibility through continuous integration. Using Shell scripting and leveraging skills in build systems and debugging, Noisebuddy2024 addressed a critical bug, prioritizing release readiness and triage efficiency. The depth of work reflected a strong emphasis on backend stability over new feature development.