How AI-Driven Kubernetes Optimization Reclaimed Millions from 47% Idle Capacity
Published: (April 30, 2026 at 03:58 PM EDT)
1 min read
Source: Salesforce Engineering
Source: Salesforce Engineering
Salesforce faced significant infrastructure challenges while scaling Hyperforce, the platform powering thousands of cloud services. Fragmentation across more than 8,000 Kubernetes‑based services led to widespread over‑provisioning, with nearly half of managed Kubernetes spend tied to idle capacity. While internal systems identified these inefficiencies, our service owners lacked the …
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