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- Fix hardcoded tools=None in LLMCallStartedEvent emission - Convert self._parsed_tools to proper dict format for event - Add comprehensive tests for tool calling functionality - Add reproduction test for GitHub issue #3302 Fixes #3302 Co-Authored-By: João <joao@crewai.com>