AI Implementation Playbooks

AI Implementation Playbooks for Builders.

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.

AI Agents and Autonomous Systems Icon
Openclaw

Complete Install Guide for OpenClaw on VPS & MacMini

The quickest way to get OpenClaw running on your own hardware or in the cloud. No coding experience required — just a model API key & this guide.
Read guide →20 min · Beginner
High-Signal AI Prompts Icon
Prompting

The complete prompting playbook for Claude Sonnet 4.6

System prompts, chain-of-thought tricks, XML structuring, and the specific patterns that unlock Sonnet's best work — with 30+ ready-to-use templates.
Read guide →35 min · All levels
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Automation

n8n & Claude AI Content Workflow Automation Guide

From brief to draft to publish — a full n8n + Claude automation that handles ideation, drafting, SEO, and scheduling with one trigger.
Read guide →45 min · Intermediate
OpenAI ChatGPT Technical Guides Icon
ChatGPT

GPT-5.4 1M Context Window: Practical AI Use Cases

Large context windows sound impressive. Here's exactly what tasks justify using them, what falls apart, and how to prompt for coherent output at scale.
Read guide →25 min · All levels

OutClaw AI Technical Guides FAQ

How do I use these AI guides?

Each playbook is designed as a standalone implementation guide. You can follow the steps chronologically to build out specific agentic systems, automation chains, or prompting structures for models like Claude and GPT.

Are these workflows updated for new model releases?

Yes. When major models like Claude 3.5 or GPT-5.4 are released, we revisit our core guides to ensure the prompting patterns and technical steps still deliver optimal performance.

Do I need to be a developer to use these?

We provide 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.