Worked on the elizaOS/eliza repository to enhance Discord integration reliability and improve the media and advertising action pipeline. Addressed issues with false success and timeout receipts in Discord message handling, resulting in more accurate status reactions and dependable communication. Improved validation and routing for media and advertising actions, ensuring image generation requests were processed correctly and introducing intent-based filtering to optimize action provider performance. Collaborated closely with the team, contributing to both debugging and feature development. Utilized TypeScript and Node.js within a full stack context, focusing on input validation, routing logic, and system throughput to deliver measurable reliability improvements.