pipecat/changelog/4314.changed.md

• Reduced debug log noise for LLM services. The system instruction is now logged once when composed (e.g. when turn completion is enabled) instead of on every LLM call. Per-call logs now show only the conversation messages, consistent across Google, Anthropic, AWS, and OpenAI services.