What Matt Pocock’s skills teach us about AI coding
A closer look at the workflows behind mattpocock/skills, and what they reveal about planning, feedback, and discipline in AI-assisted development.
NOTES FROM THE WORKBENCH
Writing
What I learn by building, and the questions I am still working through. Notes on AI engineering, product decisions, and finding an independent path.
AI Engineering
Run OpenClaw on DeepSeek V4 Flash: The Most Cost-Effective Setup in 2026
Run OpenClaw on DeepSeek V4 Flash — server selection, model setup, and killing the heartbeat token drain. Total cost ~$7.34/month.
Unlimited Tools, Smart Routing: MCPHub Leads the New Paradigm in AI Tool Usage
As the number of MCP servers grows rapidly, finding the right tool from hundreds of options has become a major challenge. MCPHub's Smart Routing feature uses vector semantic search to enable natural-language-driven tool discovery and precise recommendations.
How to Deploy Your Own MCP Service with One Click
As MCP becomes the de facto industry standard, efficiently setting up and managing multiple MCP services has become a major challenge for individual developers. This article introduces a simple solution to help you quickly build your own MCP service.
Local Deploy, One-Click Install, Group Routing: MCPHub Reinvents the MCP Server Experience
MCPHub is a self-hosted MCP gateway and management platform for connecting, organizing, controlling, and operating MCP servers, with one-click installation, group routing, and hot-swappable configuration.
AI in Plain Language, Part 1: Definitions and Models
An introduction to artificial intelligence and models, using human cognition to explain parameters, training sets, fitting, and cost functions.