Placeholder Project five

Legacy cron-based workflows were becoming increasingly unreliable as the platform scaled, leading to duplicate executions, missed jobs, and poor operational visibility. The objective was to replace those workflows with a distributed queue capable of reliable processing, fault tolerance, and horizontal scaling without introducing unnecessary operational complexity. The system was designed around Redis Streams consumer groups with stateless Go workers running on Kubernetes. Features such as retry policies, exponential backoff, dead-letter queues, idempotent processing, health monitoring, structured logging, and Prometheus metrics were built directly into the platform, allowing operators to understand system health in real time while minimizing production incidents.