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 to run the Azure DevOps MCP Server in Kubernetes using the ToolHive Operator for integration with Open WebUI and other AI tools.
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 deep dive into creating a robust Docker build system for AFFiNE with custom AI model support, automated version management, and production optimizations.
A complete guide to setting up AFFiNE's AI Copilot feature with custom models, including OpenAI, Anthropic, and experimental Ollama integration.