Function demonstrate_logging

examples/error_handling.cpp:271–306

}

void demonstrate_logging() {
  std::cout << "7. Error Logging Best Practices\n";
  std::cout << "===============================\n\n";

  std::cout << "Best practices for error logging in AI applications:\n\n";

  std::cout << "1. Log error details but not sensitive data:\n";
  auto client = ai::openai::create_client();
  ai::GenerateOptions options;
  options.model = "";
  options.prompt = "Secret information";
  auto result = client.generate_text(options);
  if (!result) {
    // Good: Log error type and code
    std::cout << "   ERROR: API call failed - " << result.error_message()
              << "\n";
    // Bad: Don't log API keys, user data, etc.
  }

  std::cout << "\n2. Include context information:\n";
  std::cout << "   ERROR: Text generation failed\n";
  std::cout << "   Context: model=gpt-4o, prompt_length=156, user_id=12345\n";
  std::cout << "   Details: " << result.error_message() << "\n";

  std::cout << "\n3. Use structured logging:\n";
  std::cout << "   "
               "{\"level\":\"error\",\"component\":\"ai-sdk\",\"operation\":"
               "\"generate_text\",";
  std::cout << "\"model\":\"gpt-4o\",\"error\":\"invalid_model\"}\n";

  std::cout << "\n4. Log performance metrics:\n";
  std::cout << "   INFO: Text generation completed in 1250ms, 45 tokens used\n";

  std::cout << "\n5. Don't log every retry, but log final failures:\n";
  std::cout << "   ERROR: Text generation failed after 3 retries\n\n";
}

int main() {
  std::cout << "AI SDK C++ - Error Handling Examples\n";