Worked on the moltbot/moltbot repository to deliver regression tests that validate and harden xhigh reasoning gating for non-Claude models using live metadata. Focused on ensuring that models such as gpt-5.4-mini and gpt-5-mini correctly receive or withhold xhigh reasoning based on real-time data, preventing both over-granting and under-privileging. The approach aligned regression coverage with the live-first catalog baseline and existing model-defaults, supporting stable model behavior as live data evolves. Utilized TypeScript and applied skills in AI integration, software development, and testing to improve reliability, reduce production churn, and enable safer feature rollouts for enterprise environments.