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Detecting hallucinations with LLM-as-a-judge: Prompt engineering and beyond

Detecting hallucinations with LLM-as-a-judge: Prompt engineering and beyond

Discover how Datadog uses LLM-as-a-judge, structured output, and prompt engineering to detect hallucinations in RAG-based applications—at scale and in real time.

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Detecting faulty deployments: Our journey from unlabeled data to supervised learning

Detecting faulty deployments: Our journey from unlabeled data to supervised learning

Learn how we developed Datadog Automatic Faulty Deployment Detection and improved precision, recall, and time to detection along the way.

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Toto and BOOM unleashed: Datadog releases a state-of-the-art open-weights time series foundation model and an observability benchmark

Toto and BOOM unleashed: Datadog releases a state-of-the-art open-weights time series foundation model and an observability benchmark

Explore Toto, Datadog’s open source time series foundation model (TSFM), and BOOM, a new benchmark for observability metrics. Both are open source under the Apache 2.0 license and deliver state-of-the-art forecasting performance on real-world data.

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Latest Articles

Detecting hallucinations with LLM-as-a-judge: Prompt engineering and beyond

Detecting hallucinations with LLM-as-a-judge: Prompt engineering and beyond

llm observability ai machine learning ai research

Introducing Bits AI SRE, your AI on-call teammate

Introducing Bits AI SRE, your AI on-call teammate

Automate Cloud SIEM investigations with Bits AI Security Analyst

Automate Cloud SIEM investigations with Bits AI Security Analyst

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Automatically identify issues and generate fixes with the Bits AI Dev Agent

Automatically identify issues and generate fixes with the Bits AI Dev Agent

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Detecting faulty deployments: Our journey from unlabeled data to supervised learning

Detecting faulty deployments: Our journey from unlabeled data to supervised learning

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Toto and BOOM unleashed: Datadog releases a state-of-the-art open-weights time series foundation model and an observability benchmark

Toto and BOOM unleashed: Datadog releases a state-of-the-art open-weights time series foundation model and an observability benchmark

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How we optimized LLM use for cost, quality, and safety to facilitate writing postmortems

How we optimized LLM use for cost, quality, and safety to facilitate writing postmortems

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Introducing Toto: A state-of-the-art time series foundation model by Datadog

Introducing Toto: A state-of-the-art time series foundation model by Datadog

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