June 29 – July 2, 2026 · San Francisco, CA · imported from ai.engineer's public schedule feed

AI Engineer World's Fair 2026 — unofficial import demo

Unofficial demo. This programme was imported from the AI Engineer World's Fair's own public schedule feed to show vibeboard at real conference scale. Not affiliated with, or endorsed by, the organisers.

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Agentic EngineeringSession

Benchmarking Coding Agents on New vs Legacy Code bases

Denys Linkov

When
Thursday, July 212:05 PM – 12:25 PM · 20 min
Where
Track 8San Francisco, CA · imported from ai.engineer's public schedule feed
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About this session

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.

Speaker

Denys Linkov
Denys Linkov

Head of ML, Wisedocs

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.

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