Battle-tested AI workflows, MCP implementation guides, and tutorials for people who ship code.
By Zach Bailey
Step-by-step playbooks for getting real work done with AI. Not theory — actual workflows you can copy and ship today. Optimized for Claude, ChatGPT, and Gemini.
OutClaw AI playbooks are designed as standalone implementation guides. You can follow the steps chronologically to build out specific agentic systems, automation chains, or prompting structures for models like Claude and GPT.
OutClaw workflows are regularly updated for new model releases, including Claude 3.5 and GPT-5.4. We revisit our core guides to ensure the prompting patterns and technical steps still deliver optimal performance.
OutClaw AI guides provide implementation options for all skill levels. Some guides focus on low-code automation (n8n), while others deep-dive into model context protocol (MCP) and VPS management. We always flag the difficulty level at the top of each guide.