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ProReview - Catch AI Before It Wrecks Production

ProReview - Catch AI Before It Wrecks Production

Catch risky AI-generated code before production

Jun 4, 2026 Other

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ProReview - Catch AI Before It Wrecks Production

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ProReview is a training ground for engineers reviewing AI-generated work before it reaches production.Each challenge shows a realistic AI-generated artifact: a shell command, Kubernetes change, SQL operation, config, CI workflow, or code snippet. You review it without hints, mark suspicious lines, make a safe/unsafe call, then see the explanation and safer alternative.It is built for engineers, DevOps teams, platform teams, and anyone using AI coding tools in real workflows.Example drills include PostgreSQL maintenance that can lock production, Kubernetes cordon/taint mistakes, risky production kubectl debugging, and shell scripts that restart too much at once.Free, anonymous, and no signup required.

Comments (10)

Daisy Boyer Daisy Boyer 1 month ago

how many scenarios are in the catalog

Alta Barrows Alta Barrows 1 month ago

Does this include those AI-generated k8s changes that look totally fine?

Vito Towne Vito Towne 1 month ago

finally ai needs adult supervision

Kaitlin Tillman Kaitlin Tillman 1 month ago

useful for teams trusting ai code too much

Kamryn Bartell Kamryn Bartell 1 month ago

makes me feel slightly less doomed about copilot suggestions in prod

Randal Durgan Randal Durgan 1 month ago

what's the moat against just using standard review checklists

Rodger Fadel Rodger Fadel 1 month ago

So basically a linter for hallucinated code?

Emmanuelle Olson Emmanuelle Olson 1 month ago

does it cover hallucinated dependencies too

Sydnie Stark Sydnie Stark 1 month ago

Custom challenges for org-specific AI patterns? Team adoption hinges on that.

Deanna Koss Deanna Koss 1 month ago

does it cover terraform and cloud configs too?