How to Use Docker Compose for Production Workloads — with Profiles, Watch Mode, and GPU Support

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How to Use Docker Compose for Production Workloads — with Profiles, Watch Mode, and GPU Support
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There's a perception problem with Docker Compose. Ask a room full of platform engineers what they think of it, and you'll hear some version of: "It's great for local dev, but we use Kubernetes for real work." I get it. I held that same opinion for years. Compose was the thing I used to spin up a Postgres database on my laptop, not something I'd trust with a staging environment, let alone a workload that needed GPU access. Then 2024 and 2025 happened...

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