Free, practical toolkits from 15+ years of shipping data and AI systems. Download any of them — no signup required. Want future toolkits by email? Subscribe below.
The AI-Ready Data Checklist
20 checks across data quality, governance, semantics, and reliability. Score your foundation before you bet an AI initiative on it.
GenAI Interview Question Bank
Five questions that separate people who’ve shipped from people who’ve watched tutorials — plus what strong answers sound like.
The Agentic Architecture Framework — Cheat Sheet
The 12 principles and the AI Delivery Cycle on one page. Judge every AI initiative against it.
Semantic Layer Starter Kit
Define revenue once, serve it to dashboards and AI agents. Copy-paste dbt model and SQL view included.
The AI Engineering Iceberg — Poster
The demo is the tip. Production is the iceberg. A visual reminder of what shipping AI really takes.
