Worked on enhancing the robustness of JSON handling for language model outputs in the MemMachine/MemMachine repository. Addressed the challenge of malformed JSON by integrating the json-repair library, enabling more reliable parsing and reducing the need for downstream error handling. Updated language model implementations to consistently utilize json-repair, ensuring that common formatting errors no longer disrupt production workflows. Expanded unit testing and applied lint fixes to validate the new parsing flow and maintain code quality. Leveraged Python and full stack development skills, with a focus on API development and test coverage, to deliver a more resilient language-model-driven feature set.