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DevOps · datadoghq.com · Friday, 10 July 2026

Datadog cuts weeks from critical storage migration with Claude‑driven test automation

Datadog rebuilt its Stream Router storage layer in weeks by prompting Claude and Cursor on a test‑driven workflow: feed the old code, new schema, and a failing test, let the model suggest a fix, then validate automatically. The approach slashed manual rewrites and proved that AI can safely accelerate critical production refactors.

Read the source: datadoghq.com ↗In the 10 July issue →