During February 2025, Iccccing focused on backend development for the 1Panel-dev/MaxKB repository, addressing a critical bug related to Ollama model parameter configuration. By migrating model instantiation from langchain-openai to langchain-ollama, Iccccing enabled support for parameters such as num_ctx, restoring correct usage and configurability of Ollama models within the application. This Python-based solution improved reliability by reducing runtime errors and misconfigurations, while also establishing a provider-agnostic approach for future model integrations. Iccccing’s work leveraged skills in API integration and LLM integration, laying technical groundwork for broader Ollama adoption and ensuring clear traceability through detailed commit history.