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.

Ankit Jain

CEO @ Aviator

Category Articles on Productivity

Go to productivity blog section to read articles that will help you identify engineering bottlenecks, enhance processes, and boost productivity in other ways.

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

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

Ankit Jain
May 6, 2025

Articles on Productivity

Top 8 KPIs for Release Management

Release management ensures smooth software deployments with minimal disruptions. Tracking key KPIs like Deployment Frequency, Change Failure Rate (CFR), and MTTR helps teams improve efficiency, reduce downtime, and enhance stability. In this blog, we break down the top 8 KPIs that drive successful releases.

Ankit Jain
April 2, 2025

Articles about GitHub, Articles on Productivity, Learn About DORA Metrics, Tips and Insights on Git

How to Calculate DORA Metrics

DORA metrics won't take your team from subpar to world-class overnight, but when used correctly, they will help you steadily improve over time.

Ryan Peden
August 11, 2024

Articles on Deployment Strategies, Articles on Productivity, Learn About DORA Metrics, Posts on CI/CD: Continuous Integration & Deployment

Impact of Deployment Frequency and Batch Size on Software Quality

Deployment frequency and small batch sizes help improve software quality. Understand the differences between the two and find out what's the right fit for you.

Ebuka Ukatu
May 13, 2024

Articles on Productivity

What’s wrong with using SPACE to measure developer productivity

SPACE is inherently subjective and may not reveal the true cause of productivity issues.

James Walker
February 27, 2023

Articles about GitHub, Articles on Productivity, Automation Articles, Efficient Merging Techniques

What’s a bors, and Why (Don’t) You Want It?

Bors-NG is a GitHub app that prevents merge skew: A problem where patches work at review time but don’t work when they’re actually merged because the main branch changed in the meantime. The classic example is when one patch renames a…

Michael Howell
September 6, 2022

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

Top 8 KPIs for Release Management

How to Calculate DORA Metrics

Impact of Deployment Frequency and Batch Size on Software Quality

What’s wrong with using SPACE to measure developer productivity

What’s a bors, and Why (Don’t) You Want It?

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