Add structured logging and tracing to understand agent decision-making and debug issues.

Should include:

• Detailed logging of LLM prompts, responses, and token usage
• Tool execution traces (inputs, outputs, duration)
• Decision point logging (why agent chose specific tools)
• Export traces in standard formats (JSON)
• Visual/CLI tools to inspect agent runs