Guides

12 min read

Self-hosting PROMPT ZERO in an air-gapped VPC

Step by step: from Terraform to your first traced request, with zero outbound network calls.

Hannah Becker

Some teams cannot send a single byte outside their network. For them, we ship the entire PROMPT ZERO stack as a self-contained deployment that runs without internet access.

The problem with doing it by hand

Manual review does not scale past a handful of prompts. Changes pile up, context gets lost in chat threads and nobody can say which version is actually running in production. Worse, the feedback loop is measured in days, not seconds.

What we do instead

We treat prompts as code. Each change is a versioned commit with a diff, an owner and an automatic evaluation run. Nothing merges unless it holds up against real traffic.

Three rules we never break

  • Every prompt change runs against a golden dataset before merge.

  • Every production call is traced, with cost and latency attached.

  • Every deploy can be rolled back in one click, without a code release.

The best prompt is the one you can prove is better than the last one.

If you want to try this workflow on your own prompts, the free plan includes everything in this post. Start at zero, ship today.

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