Anthropic generated 388 pull requests for internal app maintenance using Claude Code over several weeks. Human reviewers merged 46% of these contributions, which included dead-code removal and crash fuzzing. This internal test demonstrates the practical utility of agentic coding tools for routine software upkeep. Developers can now automate tedious codebase hygiene.