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P4 PR Reviewers

In preview

Hardware tests on every pull request.

Connect a GitHub repo and an AI reviewer writes a hardware test for each PR, runs it on a real box, and posts the result back to the thread.

app.stoutdata.ai/pr-reviewers

PR Reviewers

AI-generated hardware tests on every pull request. Configure one reviewer per GitHub repo.

New reviewer

6 reviewers

RepositoryStatusLast runAwaiting
fleet/firmware Needs approval1
fleet/bootloader Passed0
sensors/driver Skipped0
power/bms Dispatched0
radio/phy Passed0
display/panel Passed0

P4.1

Triggered by the PR itself

A GitHub webhook fires when a pull request opens or updates — no YAML to write, no pipeline to wire up.

P4.2

AI that can touch the bench

The reviewer generates its test script with tool access to the Lager runtime, so it exercises real instruments — it doesn't just read the diff.

P4.3

Runs on your hardware

Each generated test executes on a box you configure, in the same fleet the rest of your team uses.

P4.4

Results where reviewers live

Pass or fail lands back on the pull request, with a deep link to the full run in the dashboard.

P4.5

A full trace of every run

Run history keeps the generated script, every tool call, and the outcome — you can audit exactly what the AI did on the bench.

P4.6

Scoped to what a PR touches

A repo can run one reviewer, or several scoped to different path prefixes — so a monorepo reviews each product with the tests and the bench that belong to it.

Related capability

02.3Workflows & CI

All features

P0The Stout Dashboard

Watch it review a real PR.

Book a demo, open a pull request, and watch the reviewer write and run a hardware test end to end.