Legacy CI/CD platforms haven't caught up to the realities of the agentic dev cycle.
We give you the tools to leverage your newfound velocity.
RWX rethinks CI/CD from first principles to tighten the loop between writing code and validating it.
See how local changes integrate with your codebase without a commit or push.
Loop your agent against RWX to produce a successful build before surfacing the change for review.
❯ Coding agents rely on a tight inner loop.
Edit. Run a targeted test. Repeat.
But your local dev environments drift. And your build is too big to run on a single machine.
RWX Sandboxes share their config, cache, and runtime with your CI/CD so your agent's inner and build's outer loop run on unified rails.
❯ Every task automatically produces an OCI container image.
You can pull the image for debugging.
Or push the image to a container registry to deploy.
❯ No more fumbling with actions/cache. RWX calculates a cache key based on a task's inputs and upstream filesystem layers. Seen it before? You get the same output filesystem layer.
Run independent tasks in parallel or split a test suite over many shards without reinstalling code or dependencies in each VM. Pay the overhead of expensive tasks just once and fan out later.
Every task picks its own VM specs. Stop paying for 16-cores to run git clone just because your compilation step requires more juice.
Flaky test at minute 4? Replay just one step instead of rebuilding the world. Not sure why it failed? Drop a breakpoint and SSH directly into the middle of your build to debug.
Pull any task's output to your laptop to debug. Push a successful task directly to a container repository. Fearlessly install a new dependency early in your build without busting your entire docker cache.
❯ “With RWX, deployments that once took multiple hours, even up to an entire day, and required multiple engineers are now 20‑minute, one‑person workflows.”
“The past week testing out our CI runs in RWX has been beautiful. The speed, the ability to see failures coming in in realtime, and then being able to retry just the failed specs.”
I started using RWX for a project recently and have been extremely impressed. It has made GitHub Actions and CircleCI feel completely antiquated by comparison.

I will say that iterating on CI via RWX was a million times better and faster than github actions 😅

This alone is worth buying RWX. I am getting so much mileage out of just letting claude fix random CI bullshit.
