Add detailed AssistantMessage content inspection
**Problem**: tool_calls=0 in both successful and failed requests, despite 16-31 turns of Agent SDK work. Tool tracking code finds no tool_use blocks. **Debug addition**: Log content structure for first 10 AssistantMessages: - Content type (str vs list) - If list: number of blocks and types of first 3 blocks - Will show if content contains tool_use blocks or different structure **Expected**: Should see "list with X blocks: [ToolUseBlock, TextBlock, ...]" **If broken**: Will see empty lists or unexpected structure Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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@@ -594,6 +594,15 @@ class LLMInterface:
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logger.info(f"[LLM] Message #{message_count}: {msg_type}")
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logger.info(f"[LLM] Message #{message_count}: {msg_type}")
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if isinstance(message, AssistantMessage) and hasattr(message, 'content'):
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if isinstance(message, AssistantMessage) and hasattr(message, 'content'):
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# DEBUG: Log content structure for first few messages
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if message_count <= 10:
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content_type = type(message.content).__name__
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if isinstance(message.content, list):
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block_types = [type(b).__name__ if hasattr(b, 'type') else str(type(b)) for b in message.content[:3]]
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logger.info(f"[LLM] Message #{message_count} content: list with {len(message.content)} blocks: {block_types}")
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else:
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logger.info(f"[LLM] Message #{message_count} content: {content_type}")
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if isinstance(message.content, str):
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if isinstance(message.content, str):
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assistant_messages.append(message.content)
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assistant_messages.append(message.content)
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elif isinstance(message.content, list):
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elif isinstance(message.content, list):
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