Talking to a kagent Swarm From IntelliJ, Copilot, Claude Code and WSL
How the kagent swarm on my Talos cluster is wired up today — nine agents, one orchestrator, models through LiteLLM — and how we got every client talking to it in one evening: …
ls ./mcp
Turning Claude Into a Blunt Running Coach with Garmin Data and Markdown Files
How I built an AI running coach from a Garmin MCP connector, three markdown files, and strict instructions — and how one week of per-lap data dismantled years of training …
Thread: Building My Own Self-Hosted Kanban Because Nothing Else Fit
I tried every self-hosted kanban board I could find. None of them showed subtasks the way I needed. So I built my own — with an MCP server so my AI agents can manage it too.
Skills vs MCP Servers and the Future of Personal AI Agents
After building both OpenClaw skills and MCP servers, what did I learn about the right abstraction layer? And where are personal AI agents heading in the next 5 years? A reflection …
Building Production MCP Servers: Auto-Generation and Granular Tools
How to build Model Context Protocol servers that actually work in production. Deep-dive in auto-generation from API routes, permission models, and why 13 small tools beat one smart …
From Cloud-Native Kubernetes to Bare Metal AI: The OpenClaw Journey
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, …
Azure DevOps MCP Server with ToolHive Operator
How to run the Azure DevOps MCP Server in Kubernetes using the ToolHive Operator for integration with Open WebUI and other AI tools.