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A homelab operator capped CPU and RAM on Docker containers running on a Dell Latitude 7480 with an i5-6300U and 12GB RAM, eliminating unpredictable resource spikes. Limits added 20% headroom for steady services and 50% for job-based workloads, making the server predictable without hardware upgrades.
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