Software & Platforms|Product Engineering

Datadog
Automated code review

Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.

PublishedJan 9, 2026|1 month ago

Key results

Preventable Incidents
~22%

Result highlights

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The story

One of the world's most widely-used observability platforms helps companies monitor and troubleshoot complex distributed systems, making reliability critical before code reaches production.

Effective code review relied on senior engineers with deep historical context, as traditional static analysis tools were too shallow or noisy to...

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Scope & timeline

  • 1,000+ engineers using AI code review

Quotes

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The company

Observability and security platform for cloud-scale monitoring and analytics.

IndustrySoftware & Platforms
LocationNew York, NY, USA
Employees5K-10K
Founded2010

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