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Benchmarking OpenTelemetry: Can AI trace your failed login?

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By Piotr Migdał, Przemek Delewski, Rafał Strzaliński, Jacek Migdał
| quesma.com
Frontier AI models have become excellent at writing functions, but can they actually debug production systems? To fix outages, you first need to see what’s happening. In a microservices world, this means producing structured events that track a single request as it hops from service to service. We asked 14 models to add distributed traces to existing codebases, using the standard method: OpenTelemetry instrumentation. We picked tasks that would be easy for a Site Reliability Engineer (SRE).
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