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 Engineer Roadmap 2026 Guide Icon
AI Engineering & Video

The Complete AI Engineer Roadmap for 2026: Beginner to Production (Video + 90-Day Plan)

The no-hype order for becoming an AI automation engineer: foundations, reliable LLM apps, workflow automation, agents and MCP, production engineering, four portfolio projects and a 90-day plan.
Read guide →10 min · Beginner
Claude Opus 5.5 Motion Graphics Guide Icon
Frontier AI & Video Engineering

Mastering Claude Opus 5.5 for Motion Graphics: The Definitive Production Guide

The definitive engineering playbook for orchestrating programmatic motion graphics with Claude Opus 5.5: deterministic GSAP timelines, Cartesian SVG math, Three.js shaders, and headless render contracts.
Read guide →18 min · All levels
Anthropic 5.5 and Fable 5.1 Guide Icon
Frontier AI & Benchmarks

Anthropic 5.5 Architecture & Benchmarks: Haiku 5.5 vs Sonnet 5.5 vs Opus 5.5 vs Fable 5.1

The definitive engineering guide to Anthropic's 5.5 generation: SWE-bench Verified coding evals, 2.5M context windows, prompt caching math, latency trade-offs, and multi-agent routing.
Read guide →16 min · All levels
ElevenLabs Conversational AI Guide Icon
Voice AI & Agents

Building Real-Time Voice Agents & Agentic Audio Pipelines with ElevenLabs

Master sub-200ms real-time conversational voice bots, streaming WebSockets, custom voice clones, and automated dubbing pipelines.
Read guide →14 min · All levels
LLM API Pricing Calculator & AI Encyclopedia Guide Icon
Economics & Architecture

LLM API Pricing Calculator & AI Stack Encyclopedia: The Complete Engineering Guide

Master token unit math, prompt caching economics, latency trade-offs, and modern 5-layer AI architecture stacks before deploying to production.
Read guide →14 min · All levels
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
Model Context Protocol Icon
Playbooks

MCP Implementation Playbooks: Practical Setup Guide

Skips the theory. Four step-by-step playbooks for local desktop, terminal coding agents, remote hosted servers with OAuth, and custom development.
Read guide →12 min · All levels
Model Comparison Icon
Benchmarks

Claude Fable 5 vs GPT-5.6 Sol: The Battle for Access

Two labs just shipped their best models ever. You're not on either list. Compare access gating, export controls, and deployment specs.
Read guide →10 min · All levels
OpenMontage AI Video Editing Icon
Workflows

OpenMontage: The CHAD of AI Video Editing

Master OpenMontage, the world's first open-source agentic video production system. Build local CLIP B-roll libraries, configure Remotion and HyperFrames, and enforce quality check gates.
Read guide →12 min · Intermediate
Claude Opus 4.8 vs GPT 5.5 Comparison Icon
Benchmarks

Claude Opus 4.8 vs GPT 5.5: The Deep Reasoning Teardown

A side-by-side builder evaluation of the leading deep reasoning models on real agent coding loops, context retrieval recall, latency metrics, and pricing.
Read guide →14 min · All levels
Agentic Video Editing Icon
Workflows

Agentic Video Editing With HyperFrames and Remotion Skills

A practical guide to installing HyperFrames and Remotion Skills as Claude Code agent skills — real commands, the 7-step production pipeline, and failure modes.
Read guide →13 min · Intermediate
Agentic Workflows Icon
Workflows

Elite Agentic Workflows: Prompting Codex + GPT-5.5

Configure Codex and GPT-5.5 for autonomous codebase ownership, manage reasoning token thresholds, write self-repair test loops, and harden security guardrails.
Read guide →15 min · Intermediate
Hermes Agent Telegram Gateway Icon
Self-Hosted

The complete Hermes Agent setup guide: VPS + Telegram

Provision a cheap Ubuntu box, install Hermes Agent, wire it into a Telegram bot, and set up a persistent service so it survives reboots.
Read guide →30 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
AI Content Workflow Automation Icon
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?

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.

Are these workflows updated for new model releases?

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.

Do I need to be a developer to use these?

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.