Make something you can use.

Practical tools for the work inside the lessons. Try the synthetic examples, then adapt the inputs to your own task.

01

Working brief builder

Define the outcome, audience and acceptance checks for a useful AI-assisted task.

02

Workflow and pilot planner

Map the current process, choose an AI role and prepare a bounded pilot charter.

03

Agent coordination planner

Give a lead and its helpers clear outputs, dependencies, permissions and handoff rules.

04

Smallest useful build stack

Understand Git, GitHub, Vercel, Railway and Supabase through the job your application needs to do.

05

Marketing KPI workbench

Calculate metrics from a sample or compatible CSV, inspect the totals and prepare a grounded analyst brief.

These tools assemble templates and perform local calculations. They do not run an AI model or connect your business accounts.