LLM Agents for Code Migration: A Real-World Case Study

LLM agents are changing how developers handle code migration turning tedious, error-prone refactors into intelligent, semi-automated workflows. In this case study, we show how agents migrated a Java codebase to TypeScript by analyzing code, planning steps, and executing changes with architectural awareness and CI-backed validation.

Shantanu Das

Read the articles by Shantanu Das in the Aviator blog. Get professional advice on software product deployment, testing, and other engineering topics.

Category Our Articles on Code Analysis

Enhance your code quality with our insights on code analysis tools, learn new techniques, and best practices from Aviator.

Articles on Productivity, Developer Productivity Tips, Our Articles on Code Analysis

LLM Agents for Code Migration: A Real-World Case Study

Shantanu Das
May 6, 2025

Content to Help Developer Teams, Developer Experience Insights, Our Articles on Code Analysis, Posts on CI/CD: Continuous Integration & Deployment, Tips on Stacked PRs

Improving DORA Metrics – Lead Time for Changes

The faster a dev team can make changes and release them to production, the sooner they can deliver value to customers, run experiments, and improve quality