AI coding: four sessions to paid automation work.

The challenge

Tom already used AI, but needed help directing a coding agent through a complete build. Turning an idea into working software meant choosing a clear scope, setting up the project and knowing how to check and fix the output.

What we did

Across four sessions, we used Spec Driven Development to turn Tom’s ideas into clear requirements and break builds into smaller tasks. We worked with Replit, Claude Code and Supabase. Tom practised providing context, reviewing the work and resolving setup problems.

Where AI improved the work

The coaching gave Tom a process he could apply beyond the sessions.

• Campaign reporting

  Built a dashboard that combined two Instantly campaign accounts, giving him one place to see the campaign data.

• Independent software builds

  Used requirements, references and coding agents to take the dashboard from start to finish in about three hours.

• Client automation services

  Went on to offer go-to-market and lead-generation automation through his own agency and take on paid client projects.

What changed

Tom progressed from learning how to direct a coding agent to building independently and selling automation services. He also began developing a mobile app for a gym in Thailand, extending his work beyond campaign tools.