OpenmindAGI/OM1—January 2026: Implemented and validated extensive unit test coverage for LLM plugin integration, focusing on NearAI and QwenLLM plugins. The work strengthens reliability, reduces regression risk, and accelerates CI feedback for production-grade LLM tooling. Delivered structured tests for initialization, tool call parsing, and ask() workflows, including error handling and performance metrics, with a focus on maintainability and code quality.