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Automatic Kubernetes workload resource adjuster

Ballast is an automatic resource adjuster for Kubernetes workloads that dynamically tunes CPU and memory requests and limits based on actual usage, helping to optimize cluster resource utilization without manual intervention.

Background

- **Ballast** is an open-source tool that automatically adjusts CPU and memory resource requests and limits for Kubernetes workloads based on actual usage data. - Kubernetes uses "requests" (minimum resources reserved for a container) and "limits" (maximum resources a container can use). Misconfiguring these leads to either wasted cluster capacity (over-provisioning) or instability (under-provisioning). - Most teams either set static values manually or use the Kubernetes Vertical Pod Autoscaler (VPA). Ballast claims to be a simpler, more predictable alternative that works by analyzing historical metrics and generating updated YAML configs. - This matters because cloud costs and application reliability in Kubernetes directly depend on getting resource sizing right. Automating this is a common pain point for DevOps and platform engineering teams.