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All issuesVolume 340, Issue 1IT NewsDevOps.com

OpenAI Codex - A New Frontier in Application Modernization

DevOps.com, Tuesday, June 30th, 2026

OpenAI Codex can accelerate legacy application modernization, but human oversight remains imperative.

About 79% of organizations experience modernization failures due to complex legacy codebases, retiring developers, and poor documentation.

OpenAI Codex addresses this through six applications: understanding and documenting legacy code, refactoring monoliths into microservices, translating between languages, exposing legacy functionality via APIs, generating tests, and enabling cloud-native migrations.

Organizations can expect roughly 30% less code rewriting, 40% better post-migration downtime, 20-30% lower development costs, and developers completing tasks about 55% faster. AI currently covers 70-80% of conversion tasks automatically.

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