Apache Airflow has evolved significantly since its inception, yet misconceptions about its architecture and performance persist. This article debunks common myths regarding Airflow's reliability, scalability, data processing capabilities, and versioning, highlighting improvements made in recent versions and the advantages of using managed services like Astro.