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Ashley Kays · Put AI to Work · From ideas to results

How I Build with AI

The tools, briefs and review steps behind useful work—with three workflows you can adapt.

Workflow 1

Build and publish a website with agents

Turn a clear visitor task into a tested page, with a reviewable path from brief to live URL.

Follow the workflow →

Workflow 2

Create a useful course with an agent team

Start with what learners should be able to do, then build examples, practice and feedback around that outcome.

Follow the workflow →

Workflow 3

Research and test an income idea with agents

Use your skills and customer access to test a small offer before committing to a bigger build.

Follow the workflow →

My stack, with a job for each tool

This series builds on the tools and examples in Steal My Stack. The workflows below are reusable teaching patterns. A tool in the wider stack is not a claim that it ran on every project, or that every role was a separate autonomous agent.

The jobTools from the published stackHow to choose
Brief, research and draftsChatGPT with GPT-6 Astra; ClaudeUse the assistant you can review reliably. Give it the same source brief and acceptance criteria.
Code and implementationCodex; GitHubUse a coding workflow for source changes and a reviewable version history.
Design and prototypesFigmaUse a visual prototype when it resolves a question about the experience.
PublishRailway or VercelFollow the existing project’s deployment path. This site uses Railway.
Optional accounts and dataSupabase where neededAdd persistent data only when the product requires it; this is not the database choice for every site.
Payments and appointmentsStripe; Cal.comUse only configured, tested flows for agreed offers.
Email and measurementMailerLite; GA4; Search ConsoleKeep permission, configuration and actual customer outcomes visible.

A small team, directed by a person

Start with a lead assistant and a separate review pass. Add specialist workers when the tasks are sufficiently distinct. The human owns the objective, permissions and acceptance decision. The lead keeps one brief, assigns bounded tasks and collects evidence. Each worker returns an output, checks performed, unresolved questions and the next owner.

These pages teach role-based workflows; they do not launch agents or connect to your accounts. You can run the roles sequentially in one assistant or delegate them in a tool that supports it.

The handoff that keeps work moving

  1. Input: the approved brief and relevant sources.
  2. Output: a named file, draft or working version.
  3. Acceptance: what must be true for the next person to use it.
  4. Evidence: sources, checks and any unresolved defects.
  5. Next step: who acts next and what approval is needed.

What still needs human judgment

Choosing the problem, speaking with customers, making tradeoffs and accepting the finished work remain human responsibilities. Agents prepare drafts and implementation; they do not make an unsupported claim true. Review the exact material before sending, spending, publishing or making a commitment.

Track the cost of an accepted result

Keep subscription costs separate from variable usage, hosting, creative assets and human time. Allocate shared costs consistently across projects. Record setup, failed attempts and review—not just the successful run. Enter current prices from your own account; this series does not quote subscription prices or promise a productivity multiplier.

Download the three workflow templates

Choose your first output

Make one page, one complete lesson or one experiment card. Once you can review that output reliably, expand the workflow. For guided help, explore working with Ashley or browse training.

Free download · The Experiment Scorecard

Know if your side idea is actually working.

A 6-page scorecard for testing one income idea: the signal ladder, a four-week evidence log, the true-cost check, and a clear continue / change / pause decision. Download it now, with no signup required. Follow Ashley’s experiments in the journal and free RSS feed.

Download the free scorecard

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