# Build your own continuous modernization pipeline with AWS Transform custom

DevFeed: [Build your own continuous modernization pipeline with AWS Transform custom](<https://devfeed.tech/articles/build-your-own-continuous-modernization-pipeline-with-aws-transform-custom-49934.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/devops/build-your-own-continuous-modernization-pipeline-with-aws-transform-custom/>)

Author: Janardhan Molumuri

Published: 2026-08-28T13:27:12Z

Content type: tutorial

Language: en

Sources: [AWS DevOps & Developer Productivity Blog](<https://devfeed.tech/sources/aws-devops-developer-productivity-blog.md>)

Topics: [AWS Transform](<https://devfeed.tech/topics/aws-transform.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Tech Debt](<https://devfeed.tech/topics/tech-debt.md>), [Java](<https://devfeed.tech/topics/java.md>), [Spring Boot](<https://devfeed.tech/topics/spring-boot.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [aws-transform](<https://devfeed.tech/tags/aws-transform.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [dependencies](<https://devfeed.tech/tags/dependencies.md>), [generate](<https://devfeed.tech/tags/generate.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [java](<https://devfeed.tech/tags/java.md>), [legacy-systems](<https://devfeed.tech/tags/legacy-systems.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>), [thought-leadership](<https://devfeed.tech/tags/thought-leadership.md>), [uncategorized](<https://devfeed.tech/tags/uncategorized.md>)

## AI overview

A tutorial showing how to build a continuous modernization pipeline with AWS Transform custom. It demonstrates automated dependency remediation, documentation updates, repository-scale transformations, and continual learning for a dated Java Spring Boot microservices application.

## Source excerpt

Introduction Development velocity has reached new heights with AI-driven development tools and practices. Organizations are generating code faster than ever before. But that speed carries risk. Researchers Anderson, Parker, and Tan warned in MIT Sloan Management Review, "Legacy systems tend to carry hidden debt; layering AI-generated code on top of them creates additional tangled dependencies." [...]