AWS ECS Fargate can struggle with sudden traffic spikes due to slow autoscaling, leading to potential 503 errors. To mitigate this, the article suggests offloading traffic to a Lambda function during high-traffic periods by creating an additional target group and using CloudWatch metrics to trigger scaling actions. This setup allows existing Fargate tasks to handle the load more effectively while new tasks are being provisioned.