During February 2025, this developer focused on backend stability for the Apache DolphinScheduler project, addressing a critical issue in the Task API’s bootstrap command under resource-constrained environments. By ensuring the shell’s absolute path was explicitly included in the command, they resolved execute path failures in resource-limited mode. Their approach combined Java and shell scripting, with comprehensive unit tests added to verify bootstrap command generation across all execution modes. The work, merged as commit Fix-17019, demonstrated careful attention to cross-environment reliability. Although the period involved no new features, the developer’s targeted bug fix improved the robustness of task execution workflows.