No-fluff AI guides for builders and operators. Real systems, honest trade-offs, zero hype.
Practical, senior-engineer-to-engineer guides for people using AI to build and run things, not another hype newsletter. Every guide is opinionated, scoped, and honest about where it falls over. Instant PDF downloads. New drops regularly.
Start with the Complete AI Playbook, everything at 44% off, or pick the bundle that fits the job.
All 8 Core Guides (44% Off Bundle)
Every core guide. One purchase. Eight opinionated references covering the entire stack: API architecture, retrieval pipelines, multi-agent design, business operations, automation, local AI and model routing.
Buy — $79
FastAPI + RAG + Agent Swarm Bundle
The production stack, made for you: API layer, retrieval pipeline, multi-agent architecture. Three opinionated references in one bundle.
Buy — $49
AI Ops + n8n + Automation Bundle
Strategy, execution and accountability for a team of one: the 8-system weekly loop, 12 n8n workflows and the automation quick-start checklist.
Buy — $39
30 Prompts + 90-Day Content Calendar Bundle
Stop staring at blank ChatGPT windows. 30 shipping-ready prompts plus 90 days of content, mapped together.
Buy — $14The two deepest references: running the business, and building the backend.
8-System Operating Loop
An operating system for the founder who is also the team. Run the business on one weekly loop.
Buy — $29
Production-shaped scaffolding for LLM APIs
The AI backend architecture decisions, made for you, so week three does not become a rewrite.
Buy — $29One topic each, scoped and opinionated.
Your first retrieval app in a weekend
The opinionated retrieval pipeline that actually works, from "I have docs" to an LLM that answers questions about them.
Buy — $19
Tools, memory and guardrails
Agent demos are easy. Production agents are hard, and the gap is never the model. It is the tools, the memory and the guardrails.
Buy — $19
Cursor, Claude Code and the right loop
Most developers bolt AI onto old habits. This is the loop that makes AI coding fast without the pile of subtly wrong code.
Buy — $19
Streaming, tool use and structured output
Past the hello-world completion: streaming, tool use and structured output with Claude and GPT.
Buy — $19
Drop-in automations for OpenAI and Ollama
12 working n8n AI automations with triggers, node chains, prompts, gotchas and cost notes already figured out.
Buy — $19
Model Context Protocol, no fluff
Model Context Protocol is how AI assistants talk to your data and tools. This is the no-fluff path to a working server.
Buy — $19
When multi-agent beats single-agent
The honest reference for deciding whether to add a second agent, and when not to build a multi-agent system at all.
Buy — $19
Digital products that actually sell
AI collapsed product-building from months to a weekend. This is how to spend that speed on products people buy.
Buy — $19Not sure yet? Start here. No cost, instant download.
Pay what you want
A friendly, no-jargon catch-up on AI. Zero experience needed.
Name your priceFree starter pack
Copy-paste prompt templates that get real results from ChatGPT, Claude or Gemini. Instant PDF download.
Get it freeFree 10-minute quickstart
A private, free, offline AI on your own computer. No subscription, no cloud. Instant PDF download.
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