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cv usk
@cv_usk
AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture ๆŠ•็จฟใฏๅ€‹ไบบใฎๆ„่ฆ‹ใงใ™ใ€‚
Joined May 2026
286 Following    468 Followers
On race day, with many pieces of software running at once, engineers have to find what is happening and where within seconds ๐ŸŽ๏ธ Until now, the logs and metrics scattered across the factory and the track had to be examined separately to find the cause. Elastic combines them into one operational view. Logstash collects the logs into Elasticsearch, and Kibana handles analysis, so engineers can trace errors across connected applications. The post says search happens in milliseconds. AI is the next step. It can combine telemetry, past incidents, and runbooks to help identify root causes, while engineers keep control of decisions. Elastic has signed a multi-year partnership with Audi Revolut F1 Team: Official Race Partner at the 2026 United States Grand Prix, and Official Search and Observability Supplier from 2027. The specific 2027 use cases are still to be validated. How Elastic helps Audi Revolut F1 Team find what matters across engineering software #Elastic# #Observability#
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