The Practical AI Workbench

Self-Paced AI Builds

Practical AI training for real work.

Learn AI by finishing concrete artifacts: better prompts, cleaner context, small work systems, bounded agents, and reviewed workflows you can actually use.

Workbench Method

Start with the artifact.

The point is not to collect prompts or memorize tool tricks. Each Build gives you one useful piece of finished work and the judgment standard that keeps it safe enough to reuse.

The training is platform agnostic. Use ChatGPT, Claude, Gemini, Codex, Claude Code, or another tool; the course teaches the work pattern underneath the interface.

Build Path
  1. 01ChoosePick the Build that matches the bottleneck you feel now.
  2. 02BuildFollow the student path and complete one artifact.
  3. 03CheckUse the Workbench Standard before applying it to real work.
  4. 04UseBring the artifact back to your actual work and keep improving it.
Prompt Pack

Clear instructions with context, constraints, examples, and review criteria.

Context Packet

A cleaner source layer for messy files, notes, and raw material.

Work OS

A small operating lane for sources, decisions, receipts, and handoffs.

Surface Map

A routing map for chats, projects, harnesses, runtimes, and review gates.

Agent Pack

A bounded first agent with charter, permissions, tests, and escalation rules.

Workflow SOP

A repeatable human-plus-agent workflow with evidence and failure handling.

Six Builds.

Each Build is $49, self-paced, and artifact-first. Buy the one that matches your current work problem, or start with the bundle if prompt quality and source quality are both part of the issue.

8 steps

Prompt Foundations

Build a reusable prompt pack that gives AI the work, context, constraints, format, and review standard.

  • Useful work fit map
  • Prompt anatomy worksheet
  • Review checklist
$49
9 steps

Make Your Work Legible

Build a cleanup plan, context packet, source map, and audit trail before AI touches messy work.

  • Read-only folder inventory
  • Rename and source rules
  • Context packet
$49
9 steps

AI-Ready Work OS

Build a one-lane operating layer for active work, source truth, decision logs, and handoffs.

  • Project lane map
  • Decision and receipt rules
  • Keeping-current rhythm
$49
7 steps

AI Surfaces and Harnesses

Build a platform-agnostic routing map for chat tools, projects, coding agents, connectors, and runtimes.

  • Surface choice rubric
  • Harness handoff prompt
  • Portability checklist
$49
9 steps

Basic Agents

Build a bounded first agent with a charter, context, loop, gates, tests, and escalation rules.

  • Agent charter
  • Permission boundary
  • Test and receipt pack
$49
10 steps

Agentic Workflows

Build a reviewed workflow SOP with inputs, human gates, evidence, evals, failure handling, and run receipt.

  • Workflow candidate card
  • Human gate matrix
  • Reviewed workflow receipt
$49

Choose the path.

Start narrow if you know the bottleneck. Choose the Starter Bundle when prompts and source material are both underbuilt. Choose lifetime access when you want the complete six-Build library.

Single Build

One artifact, one class.

Best when the problem is obvious and you want to finish one useful piece of AI work.

$49
Choose a Build
All-Access Path

Founding Lifetime Access

Lifetime access to all six self-paced Builds, the connected library path, and included updates to the self-paced rooms.

$199
Start Lifetime Checkout

Built for self-starters.

The Workbench is for people outside enterprise training rooms who still want quality structure: plain language, real examples, downloadable materials, and a clear finish line.

No tool lock-in

Examples mention ChatGPT, Claude, Gemini, Codex, Claude Code, and other surfaces, but the method is portable.

Human gates

Every serious artifact includes a review standard, approval point, or evidence label.

Free preview

Preview the teaching style and artifact shape before buying a Build, bundle, or lifetime path.

Questions.

Short version: these are practical, self-paced AI classes. They are not tool tutorials, magic prompt packs, or enterprise governance theater.

Do I need a specific AI tool?

No. The examples are platform aware, but the finished artifacts are designed to move between common AI tools and work surfaces.

What happens after checkout?

Stripe redirects you to a paid access page for the Build, bundle, or lifetime path you purchased.

Are these live workshops?

The launch Builds are self-paced. Live workshops and implementation support are separate offers.

Why artifact-first?

Because the artifact proves the skill. You leave with something usable, not just notes about AI.

Pull up a stool. Start with one Build.

Choose the artifact your work needs first. Finish it. Use the standard. Then decide what belongs next.