Introducing kprompt: talk to your cluster
We built an open-source CLI that turns plain English into a reviewable Kubernetes plan — then applies with your approval. Here's why, what shipped, and how to try it.
- announcement
- open source
- kubernetes
Blog
News & notes
Release updates, design notes, and practical Kubernetes ops from the kprompt team. Starting with our launch post — more soon.
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Kubernetes meets AI: what works, what breaks, and what's next
Large language models change how operators talk to clusters — but they don't replace kube-apiserver truth. A practical map of AI + Kubernetes: use cases, failure modes, and why plan-before-apply matters.
- kubernetes
- ai
- llm
- platform engineering
- devops
Kubernetes CLI integrations: Helm, GitOps, Prometheus, and the cloud-native stack
An open-source Kubernetes CLI should speak to Helm, Argo CD, Prometheus, and more — not just kubectl. Here's why kprompt is building natural-language integrations across the cloud-native ecosystem, what's shipping now, and what's on the horizon.
- kubernetes
- kubernetes cli
- helm
- gitops
- prometheus
- platform engineering
How to troubleshoot Kubernetes: deployments, pods, and crash loops from the terminal
A practical guide to Kubernetes troubleshooting — CrashLoopBackOff, deployments not ready, image pull errors, and rollbacks — using kubectl workflows and natural-language explains with kprompt.
- kubernetes
- troubleshooting
- devops
- sre
- kubectl
Kubernetes in CI/CD: gating cluster changes with plan JSON before apply
How to use kprompt PlanResult JSON in CI/CD pipelines to review Kubernetes scale, deploy, and rollback plans before apply — with jq gates, GitHub Actions patterns, and production safety rules.
- kubernetes
- ci/cd
- devops
- platform engineering
- automation
Choosing an LLM for Kubernetes: BYOK providers, privacy, and what to run in prod
Compare Gemini, OpenAI, Anthropic, Groq, and Ollama for Kubernetes CLI workflows with kprompt — BYOK keys, air-gapped setups, model speed vs explain quality, and security rules for operators.
- kubernetes
- llm
- ai
- devops
- security
Kubernetes safety with AI: plan, approve, hard denies, and production discipline
Why natural-language Kubernetes tools need plan-before-apply, risk scoring, and hard denies — with real kprompt examples for scale, rollback, and blocked wipe prompts.
- kubernetes
- safety
- devops
- sre
- platform engineering