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← AI Engineering Fundamentals

Containerize the streaming chat API from earlier with a multi-stage Dockerfile, a persistent SQLite volume, and a health check. This is the project that makes everything you’ve built so far deployable instead of “runs on my machine” — the next two projects take that container to real cloud infrastructure.

Containerization is a baseline expectation for any engineering role, AI or not — this closes the most common gap between 'I built a project' and 'I can ship a project.'