API Challenges

APIs can change unexpectedly, leading to potential disruptions in data pipelines. Effective data engineering requires continuous monitoring systems to catch these changes and ensure smooth operations. Implementing tools like Elasticsearch for error tracking and notifications can help data engineers quickly address issues as they arise.