AI-augmented code modernization:
from framework migrations to autonomous agents
2026.10.07 Moderne-LandingPage-1540x660

Sponsored By:

ModerneLogo_1536x1000
Wednesday, October 7th

3 pm ET

What it takes to modernize a large repository portfolio with AI agents, and what that actually costs to run.

The Challenge

Framework migrations stall, CVE backlogs compound, and a fix that works on one repo rarely scales to hundreds. Point a general-purpose AI agent at the problem and it re-reads the codebase on every run, spends most of its tokens rediscovering what it already saw, and still returns changes someone has to review by hand. Making that repeatable across a large portfolio, without the token bill and review load climbing with every repo, is what separates a proof of concept from a rollout that actually finishes.

Inside the session:

What "done" actually means across a full portfolio: every service on the target version, changes verified, no regressions

The economics of running agents at scale: what actually drives the token bill, and the levers that bring it down as you add repositories instead of letting it balloon

Where autonomous code engineering is headed: continuous, goal-directed remediation across the codebase with engineers in the loop

A live demo: kicking off a change and watching it roll out across an enterprise codebase, with the token cost visible as it runs

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PatrickV-modified

Patrick Vuong

Director of Product Management - Moderne

 Director of Product Management and founding PM at Moderne, where I lead the shift from probabilistic AI to deterministic agentic workflows. Having spent my career evolving how developers collaborate with AI, I now build the specialized tooling agents need to operate accurately, efficiently, and at production scale. By grounding agents in deterministic systems, I’m helping bridge the gap between "experimental" AI and enterprise-grade execution. 

BryanF-modified

Bryan Friedman

Director of Product Management - Moderne

 Bryan Friedman is Director of Product Management at Moderne, where he works on automated code transformation and agent tooling built on the open source OpenRewrite project. He has spent his career on software platforms and developer enablement, first in enterprise IT and application development, and then in developer relations and technical marketing, working with engineering and IT teams on how large organizations upgrade, migrate, and maintain code at scale.