AI Startup Spotlight: Powering Multi-repo Refactoring and Analysis | DEM594

Microsoft Developer · Beginner ·📊 Data Analytics & Business Intelligence ·10mo ago
Generative AI is a force multiplier for developers, but it mostly focuses on new code. What about the billions of lines of existing code that need modernization? In this session, you will learn techniques for managing large codebases with a combination of accurate code data, determinism, and AI models working together. You’ll see how we can use OpenRewrite from Moderne and an AI agent for a range of modernization tasks including the migration of compute, database, and CI to Azure, SQL, and GitHub Actions. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * Jonathan Schneider 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This is…
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Chapters (9)

Explanation of Type Attribution in Code
4:24 Utilizing Open Rewrite for Major Business Units
6:40 Origins of the Speaker's Company and Initial Focus
6:47 Introduction to Impact Analysis Application
9:04 Recipe Execution and Data Handling
9:42 Market Trends in Authorship Tools
10:26 Challenges with Unintended Code Dependencies
12:46 Analysis of Deprecations within The Spring Organization's Repositories
13:50 Interest in Automating IDE Processes for Code Optimization

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