AI-Assisted Kubernetes SRE Agent | Automated Memory Incident Detection & Remediation

Description

In this video, we demonstrate kube-ai-sre-agent, an AI-assisted Kubernetes SRE agent designed to detect, diagnose, and safely remediate memory-related incidents. The demo shows how a local Kubernetes cluster is created using Kind, while Ollama with the Mistral model is used as the AI engine. The agent continuously monitors logs, events, and metrics, and when a memory issue is detected, relevant data is sent to the AI model for analysis and remediation recommendations. All actions are protected by policy-based controls, ensuring safe and controlled automation. Incidents can be stored and reused, allowing the system to learn over time and move toward self-healing infrastructure with minimal human intervention. 🔹 Topics covered: • AI-assisted SRE • Kubernetes incident detection • Memory issue diagnosis • Automated remediation • Self-healing systems • DevOps & Cloud Reliability 🔔 Subscribe for more content on AI-driven DevOps, Kubernetes, and autonomous SRE systems. erutalia.com