Playwright

Building a 4-Layer Agentic Architecture for Claude Code

17 February 2026·1035 words·5 mins

Advanced Architecture Lesson-Learned Automation Claude-Code Playwright

The Problem # After months of building Claude Code extensions – agents, skills, commands, hooks, MCP servers – I had a growing collection of powerful tools with no coherent entry point. Want to pull all repos? Run a shell script. Want to check infrastructure health? Ask Claude and hope it knows which command to use. Want to automate a browser task? Figure out whether to use the MCP plugin or write a script.

AI Tooling

137 words

Wiki Claude-Code Ai-Agents Automation Playwright

AI-augmented homelab operations — from multi-agent orchestration to automated content pipelines. This wiki documents how Claude Code and agentic patterns accelerate infrastructure work. 4-Layer Agentic Architecture # A framework for organizing AI-assisted automation into composable layers: 4-Layer Agentic Architecture — Justfile → Commands → Skills → Agents: how each layer has a single responsibility Skill Development # Building custom Claude Code skills for repeatable workflows:

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