AI-Generated Code Fools Reviewers But Triggers More Production Incidents, Study Finds

Jun 15, 2026
New Relic
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Summary

A new study reveals a dangerous paradox: AI-generated code consistently fools reviewers into rating it higher quality than human-written code, yet 78% of teams report a surge in production incidents after shipping it, with nearly two-thirds skipping manual verification entirely.

Key Points

  • AI-generated code is perceived as higher quality than human-written code during review, yet 78% of teams report experiencing more production incidents after shipping it.
  • Nearly two-thirds of technology leaders confirm their teams are shipping AI-generated code to production without performing line-by-line manual verification.
  • 96% of leaders view observability as a critical tool for managing the risks and complexities introduced by AI-generated code in production environments.

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