Kubric
AI agent that diagnoses and fixes Kubernetes failures
Kubric launched on July 30, 2026 with 2 votes.
What it does
Kubernetes tells you what broke, not why. Kubric does both — it detects failures, diagnoses the root cause with AI, and applies the fix once you approve. Runs securely in cluster with least-privilege RBAC. Works on EKS, GKE, AKS, kind, minikube.
Kubric is an autonomous SRE agent that diagnoses cluster failures, pinpoints root causes, and ships fixes — in seconds, not stand‑ups.
Kubric is your autonomous SRE — it monitors your clusters, finds root causes in seconds, and ships approved fixes without you writing a single runbook. Plug it in and stop firefighting at 3 AM. Watch the agent move through a live incident — every stage on the right lights up as Kubric works through it on the left. Kubric watches every namespace and instantly flags workloads that crash, OOM, or fail to pull an image. Four specialized inspectors pull pod state, logs, warning events, and network reachability — all in parallel. The model correlates the full evidence bundle to pinpoint why each workload broke, not just what failed. You get ready-to-run kubectl commands and a plain-English…from kubric.vercel.app
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Klaw.sh – Kubernetes for AI agentsFeb 2026 · github.com · ▲60Hi everyone, I run a generative AI infra company, unified API for 600+ models. Our team started deploying AI agents for our marketing and lead gen ops: content, engagement, analytics across multiple X accounts. OpenClaw worked fine for single agents. But at ~14 agents across 6 accounts, the problem shifted from "how do I build agents" to "how do I manage them." Deployment, monitoring, team isolation, figuring out which agent broke what at 3am. Classic orchestration problem. So I built klaw, modeled on Kubernetes: Clusters — isolated environments per org/project Namespaces — team-level…

Agentkube2025 · agentkube.com · ▲12I just launched Agentkube, the first AI-powered Kubernetes IDE. Think: Cursor/Windsurf for Kubernetes It's a native desktop app that helps you manage kubernetes clusters, debug issues, and auto-heal(coming soon) with built-in AI agents, supports MCP Server and lot more. Demo: https://www.youtube.com/watch?v=vdDqt7jYpsU Would love your feedback!

Kubespy, a CLI tool for observing Kubernetes resources in real time2018 · github.com · ▲99Tools for observing Kubernetes resources in real time, powered by Pulumi. - pulumi/kubespy
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