• Actions Taken:
    • Refactored the gemini-cli’s core logic into a new library.ts file, exposing initialize and streamQuery functions.
    • Created a non-React ToolScheduler to execute tools like run_shell_command, read_file, write_file, and replace.
    • Wrote unit and integration tests for the new library interface to ensure its correctness.
    • Integrated the new library into the morpheum-bot, replacing the old exec-based implementation.
    • Debugged and fixed several critical issues during the integration, including crashes related to uninitialized clients, incorrect authentication flows, and missing tool implementations.
    • Refined the bot’s output to be more user-friendly, suppressing unhelpful messages and ensuring tool results are displayed.
  • Friction/Success Points:
    • The refactoring was a complex but successful effort, resulting in a much cleaner and more robust integration.
    • The test-driven approach, prompted by the user, was crucial in identifying and fixing bugs early.
    • Repeatedly struggled with the replace tool, indicating a need for improvement in my own tooling.
    • The debugging process was iterative and highlighted the importance of clear error messages and careful attention to initialization order.
  • Lessons Learned:
    • A library-first approach to integration is superior to shelling out to a CLI.
    • Thorough testing is not just a “nice-to-have,” but a critical part of the development process.
    • When debugging, it’s important to look at the entire lifecycle of the application, including initialization and authentication.