Introduction Modern applications generate enormous volumes of post engagement data across social platforms—Instagram, X (Twitter), TikTok, LinkedIn, and others. Processing this data reliably for business intelligence requires a pipeline that is not just fast, but resilient to the constant changes social APIs introduce without warning. Many engineering teams build their [...]