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One-Sentence Starter Projects and Server Provisioning

How to avoid AI agent drift. Skill files aren't enough. You need deterministic AI workflows that produce the same results every time.Swamp allows us to do things like spin up a new project from a pre-defined starter with one sentence or provision a server with one sentence.

Ask an AI tool the same ques­tion or to do the same task twice and you might get two dif­fer­ent out­comes. Why? Because they don’t fol­low deter­min­stic workflows.

That’s where Swamp comes in. 

  • Pro­vi­sion a Het­zn­er serv­er with one sen­tence in Claude Code and get the same pro­vi­sioned resources every time. Don’t need it? It’s just a one-sen­tence instruc­tion to tear it all down, so you’re not pay­ing for unused resources.
  • Spin up a new Craft CMS project from a starter right in Claude Code and include the default set of plu­g­ins or over­ride to include just one. 

You can do both of these right from your Claude Code TUI. Plain Eng­lish, no drift, no hal­lu­ci­na­tions, no unex­pect­ed outcomes.

Transcript

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Craft Version
Craft 5
Topic
Instructor
Date Published
August 07, 2026

Some stuff to help you along during the lesson: