Benchmarking Coding Agents on New vs Legacy Code bases

Official Schedule Context

Official Description

You have an old code base with 100,000s of lines of code, should you let an AI Agent refactor or do

you wait until you have a cleaner setup? Last year we refactored a number of code bases and ran

evaluations on how well different models, harnesses and rule sets affected multiple versions of the

code base. This talk will feature specific code examples as well as a broader set of evals.

Related YouTube Video

Structuring a modern AI team — Denys Linkov, Wisedocs (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

Transcript Status

Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

People

Notes

Supporting Slides

Slide Evidence