- Added detailed debugging data structure for X bot, saving conversation metadata and user analysis. - Implemented common issue handling for incomplete thread context and cache staleness. - Updated `get_thread_context()` to include an `until_id` parameter, allowing exclusion of future tweets. - Enhanced mention processing with improved logging for conversation tracking and debugging. - Saved agent response data and conversation debug information to dedicated debug folders for better analysis. - Ensured tools are self-contained, removing reliance on shared functions and environment variables. These changes improve the robustness of the X integration and facilitate better debugging and analysis of conversation flows.