Worked on stabilizing session lifecycle management in the moltbot/moltbot repository, focusing on backend development and robust session handling using TypeScript. Addressed a critical bug by implementing logic to clear stale CLI provider resume bindings during session resets, ensuring that each new session starts without residual context while preserving necessary subagent bindings. Developed comprehensive tests to validate reset behavior for both normal and subagent sessions, preventing regression and maintaining session integrity. Enhanced the reliability of continuous integration by improving test isolation, specifically targeting normalization in outbound source-delivery unit tests to prevent runtime state leakage in matcher scenarios and support maintainable testing workflows.