Benchmarking Coding Agents on New vs Legacy Code bases
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.
About the Agentic Engineering Track
Agentic Engineering sessions at AI Engineer World's Fair 2026 in San Francisco.
When
Thursday, July 2, 2026
12:05 PM - 12:25 PM·20m
Where
Track 8 · Room 2020
Capacity: 250 attendees
Sign in to add this talk to your schedule.
Speaker
Denys Linkov
Head of ML
Wisedocs
@denyslinkov
Head of ML at Wisedocs and Lecturer at the University of Toronto (CSC490 + CSC302). Works on interesting document, data and evals document problems in the healthcare space. Previously built the Voiceflow ML team.