Building a Self-Hosted AI Agent Swarm on Kubernetes with kagent
How I built a multi-agent AI swarm on my Talos Kubernetes cluster using kagent, Ollama, and OpenWebUI — with real Azure DevOps integration.
How I built a multi-agent AI swarm on my Talos Kubernetes cluster using kagent, Ollama, and OpenWebUI — with real Azure DevOps integration.
How Hermes Agent's delegation system spawns parallel subagents using a separate model — and why routing orchestration and execution through different LLMs makes practical sense.
Why I moved my AI agent stack from Kubernetes to a bare metal laptop, what broke along the way, and the 98% success rate that followed. A technical journey through OpenClaw, Ollama, and production AI infrastructure.
How I built an AI-powered system that deploys real Azure infrastructure through natural conversation, running 100% locally with open-source models - no API costs!
A complete guide to setting up AFFiNE's AI Copilot feature with custom models, including OpenAI, Anthropic, and experimental Ollama integration.