During May 2025, Mrelmida focused on backend development for the mindcraft-bots/mindcraft repository, addressing a critical issue in the GroqCloudAPI integration. By analyzing the completion handling logic, Mrelmida identified that empty results were caused by referencing the wrong property of the completion object. The solution involved updating the JavaScript code to access the correct property, thereby improving the reliability and integrity of automated completions. This targeted bug fix enhanced API integration and reduced downstream error handling for users. While no new features were added during this period, the work demonstrated careful attention to detail and a methodical engineering approach.