A developer argues that most agentic AI vocabulary maps directly to concepts DevOps teams already use, such as agent loops being reconciliation loops and guardrails being admission control. The post p…
Kubemend, a GitOps-native Kubernetes remediation agent, can only open pull requests and never trusts its own fixes, requiring independent verification before a human merges. The agent diagnoses incide…
A Cast AI report finds 69% of Kubernetes clusters are CPU-overprovisioned in 2026, up from 40% in 2024, with average CPU utilization at 8%, and the company advocates for admission-time policies like R…
The article describes Hermes Agent as the first AI framework designed specifically for platform engineers, featuring a three-layer memory architecture that automatically builds "runbook libraries" by …
The article describes the author's work building NeuroScale, a self-service AI inference platform that manages complex Kubernetes infrastructure for deploying models like Gemma 4. The author explains …
The article describes the revival of NeuroScale, a broken MLOps platform that was abandoned in April 2026 after Backstage, ArgoCD, and KServe all failed. The author rebuilt it into a self-service AI i…