Validate automatic summarization behavior and integration with context window handling

[aseemxs]

Test the complete implementation, focusing on the automatic triggering of summarization when context windows are exceeded. This includes testing with artificially large conversations, verifying error handling, and ensuring consistent behavior across different conversation patterns. Success metrics include maintaining conversation flow after summarization and proper preservation of context.