Guides

Playbooks for shipping real-world AI systems

No hype, no hand-waving. Just clear, opinionated guides for teams that want to move from “we should use AI” to “we’re shipping AI that creates leverage and survives production.”

Guides library

Use these to align your team, de-risk projects, and get from idea to working AI faster.

Beginner

Getting Started with AI Workflows

A practical primer on scoping, designing, and shipping your first AI-powered workflow without boiling the ocean.

Intermediate

Designing High-Signal Prompts & Evaluations

How to architect prompts, evaluation harnesses, and feedback loops so your models get better instead of weirder over time.

Intermediate

From Loom to SOP: Automating Video-Based Documentation

Turn screen recordings into structured SOPs with titles, timestamps, and checklists your team will actually use.

Advanced

Shipping AI Assistants with Firebase & Cloudflare

Event-driven backends, queues, webhooks, and monitoring patterns for assistants that don’t fall over in production.

Intermediate

Analytics for AI Assistants

What to log, how to review conversations, and how to translate model behavior into product decisions.

LeadershipNew

AI Strategy, Governance, and Implementation for Businesses

A step-by-step playbook for leaders: where to start, how to prioritize use cases, set guardrails, and roll out AI safely across teams.