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Coiled provides hybrid Python data‑engineering infrastructure—Coiled Cloud and Enterprise—to package portable containers, orchestrate Dask clusters from laptops to cloud/on‑prem, manage GPUs, networking, telemetry, authentication, and reproducible workflows.