
FastAPI vs Django for interactive demos
How to choose a backend for project demos without building a full product before you need one.
The architecture, trade-offs, and decisions behind systems built to endure.

How to choose a backend for project demos without building a full product before you need one.

Trace video ingestion, transcoding, storage, discovery, and global delivery as one connected system.

Reusable workflows, artifacts, variables, and why pipeline design is closer to architecture than YAML.

Model fan-out, preferences, delivery channels, retries, and rate limits without losing messages or users' trust.
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