Worked on moltbot’s Slack integration to enhance delivery tracking and observability by implementing reliable message_sent hooks across all outbound reply paths, including normal, streaming, preview, fallback, slash, failure, and TTS scenarios. This feature ensured that each logical payload was correlated with canonical session and target data, enabling precise end-to-end tracking of message delivery. The approach improved traceability and analytics, reducing the time required for troubleshooting delivery issues. The work was delivered in the moltbot/moltbot repository using TypeScript and Node.js, leveraging API integration and full stack development skills, with a focus on robust testing to strengthen delivery guarantees.