How the desire to write a simple CRUD led to the creation of an entire video platform

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The article explains how a simple CRUD idea evolved into a full video platform architecture. It walks through the stack choices, including FastAPI, PostgreSQL, Redis, RabbitMQ, S3, Docker, Kubernetes, and Helm. It also covers the platform’s core services such as upload, processing, live streaming, storage, and identity, plus supporting components like observability and CI/CD. The piece focuses heavily on deployment patterns, reliability, and Kubernetes migration lessons for a production-like environment.

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