AI Engineer WF 2026
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Speakers/Denys Linkov
Denys Linkov

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.

Sessions (1)

Benchmarking Coding Agents on New vs Legacy Code bases
12:05 PM·Track 8 · Room 2020

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.

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