Do I need an actual server to start a homelab?

No. A used mini PC or an old desktop runs most first-lab workloads, draws a fraction of the power, and makes no noise. Rack servers earn their keep when you need many drive bays, lots of RAM, or redundant power. Buy the workload you have, not the one you imagine having.

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