Worked on enhancing Discord message handling observability in the openclaw/openclaw repository by implementing detailed debug logging for messages ignored due to policy or allowlist conditions. Focused on backend development using TypeScript, the solution introduced comprehensive logging to clarify why certain messages were not processed, addressing silent drops and supporting compliance auditing. The approach included adding end-to-end visibility into message processing decisions, particularly for messages from non-allowlisted channels. This improvement streamlined troubleshooting and increased reliability in Discord bot development by making message handling outcomes transparent, ultimately reducing diagnosis time and improving accountability for message processing within the system’s logging infrastructure.