Driftless · Coming Soon

Evals that run in your CI/CD.

Driftless runs your AI system in sandboxes you configure to catch the regressions that only show up at runtime. It spins up simulation infrastructure, runs templated or custom evals on every change, and shows you exactly what broke.

How it works

1. Configure your sandbox

   Point Driftless at your stack. Configure the simulation infrastructure and sandboxes your evals run in: services, data, tools, and environments that mirror production.

2. Runs on every change

   Evals run automatically in your CI/CD pipeline. Start with templated evals for common capabilities, then add your own as your system grows.

3. Shows what broke

   When an eval fails, you see exactly which behavior regressed and why, with the traces and outputs attached. No digging, no guesswork.

Features

• Templated evals to start

  Begin with ready-made eval suites for common capabilities and failure modes. Get signal on day one, not after months of setup.

• A framework anyone can use

  Our evals framework lets anyone on your team write and run their own evals. No specialized infrastructure knowledge required.

• Sandboxes you control

  Evals run in simulation infrastructure and sandboxes you configure, so results reflect your stack, your data, and your constraints.

• Built into CI/CD

  Every change gets evaluated before it ships. Replace manual QA and the internal tools you would otherwise have to build and maintain.