Prompt Engineering Pipelines for Legacy Modernization: COBOL, PL/I and Bidirectional Code-Natural Language

 Paper Title

Prompt Engineering Pipelines for Legacy Modernization: COBOL, PL/I and Bidirectional Code-Natural Language
Transformation using LLMs
Authors
Sivakumar Arigela and Gaurav Virwal, IBM India Pvt Ltd, India
Abstract
Legacy modernization remains one of the most pressing challenges for enterprises that rely on mainframe systems, particularly those built with COBOL and PL/I. Traditional modernization methods, including lift-and-shift, rule-based translation, and manual re-engineering, are expensive, slow, and often result in incomplete transformations.
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