Can AI agents build real Stripe integrations? We built a benchmark to find out

Stripe: “One failure mode we noticed was the inability to handle ambiguous situations sensibly. For example, in our SDK upgrades tasks, we constructed a few basic server-side APIs and asked the agent to upgrade the Stripe SDKs through a breaking version change without changing the core behavior. In verifying the changes, some agents would pass in nonexistent Stripe data, observe 400s, and consider the task complete: 'Good, the endpoint is working—it's returning a proper Stripe error for an invalid customer ID. Let me test the /subscription-metrics  endpoint…' In a more successful run, the agent would write scripts to generate test data and use this data to do more valid testing of its final submission.”

Can AI agents build real Stripe integrations? We built a benchmark to find out

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