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Why AI code optimization needs production-grounded benchmarks

Learn how Datadog’s DODO optimizer grounds AI-driven code optimization in live production telemetry, using CPU profiles and real call samples to generate accurate benchmarks and find meaningful speedups in mature services.

Toto 2.0: Time series forecasting enters the scaling era

For the first time, a time series foundation model gets reliably better with scale—five open-weights sizes from 4m to 2.5B parameters, trained from a single recipe.

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Introducing ARFBench: A time series question-answering benchmark based on real incidents

ARFBench is a time series question-answering benchmark built from real Datadog incidents to evaluate how well AI models can reason about anomalies.

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AI

Featured Articles

Why AI code optimization needs production-grounded benchmarks

Toto 2.0: Time series forecasting enters the scaling era

Introducing ARFBench: A time series question-answering benchmark based on real incidents

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