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From hand-tuned Go to self-optimizing code: Building BitsEvolve

From hand-tuned Go to self-optimizing code: Building BitsEvolve

Learn how we turned hot-path optimizations into a system for continuous, AI-assisted performance improvements and saved thousands of cores in the process.

code-profiling ai performance

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.

llm observability ai machine learning ai research

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.

ai open source machine learning ai research

Latest Articles

From hand-tuned Go to self-optimizing code: Building BitsEvolve

From hand-tuned Go to self-optimizing code: Building BitsEvolve

code-profiling ai performance

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

bits ai security cloud siem ai

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

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

bits ai root cause analysis ai

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

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

apm bits ai ai machine learning

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

ai open source machine learning ai research

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

incident management bits ai

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