LLMKube

Foreman is an agentic coding system that runs as Kubernetes resources, treating model claims of success as untrusted requests rather than results. The system uses Workloads, agents, and verifiers to e…

A 27B-parameter Qwen3.6-Coder model running on a consumer AMD Strix Halo mini-PC successfully fixed a bug in the LLMKube Kubernetes operator by correcting a hardcoded timeout that caused request failu…

LLMKube has introduced a new cluster-scoped CRD, AgentRelease, and a self-update path to make fleets of self-hosted LLM agents trustworthy. The system allows safe, automated updates with atomic symlin…