Blog topic

llm

BYOK LLM providers for cluster work: OpenAI, Anthropic, Gemini, Groq, xAI/Grok, Moonshot/Kimi, Ollama, and gateways. 2 articles.

July 16, 2026

Muhtalip Dede5 min read

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

July 16, 2026

Muhtalip Dede6 min read

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