ICSE 2026
Sun 12 - Sat 18 April 2026 Rio de Janeiro, Brazil
Wed 15 Apr 2026 17:15 - 17:30 at Oceania IV - Human and Social Aspects 5 Chair(s): Carolyn Seaman

AI‑powered coding assistants are rapidly becoming fixtures in professional IDEs, yet their sustained influence on everyday development remains poorly understood. Prior research has focused on short-term use or self-reported perceptions, leaving open questions about how sustained AI use reshapes daily coding practices in the long term.

We address this gap with a mixed-method study of AI adoption in IDEs, combining longitudinal two-year fine-grained telemetry from 800 developers with a survey of 62 professionals. We analyze five dimensions of workflow change: productivity, code quality, code editing, code reuse, and context switching. Telemetry reveals that AI users produce substantially more code but also delete significantly more. Meanwhile, survey respondents report productivity gains and perceive minimal changes in other dimensions.

Our results offer empirical insights into the silent restructuring of software workflows and provide implications for designing future AI-augmented tooling.

Wed 15 Apr

Displayed time zone: Brasilia, Distrito Federal, Brazil change

16:00 - 17:30
Human and Social Aspects 5Research Track at Oceania IV
Chair(s): Carolyn Seaman University of Maryland Baltimore County
16:00
15m
Talk
"Maybe We Need Some More Examples:" Individual and Team Drivers of Developer GenAI Tool UseDistinguished Paper Award
Research Track
Courtney Miller Carnegie Mellon University, Rudrajit Choudhuri Oregon State University, Mara Ulloa Northwestern University, Sankeerti Haniyur Microsoft Corporation, Robert DeLine Microsoft Research, Margaret-Anne Storey University of Victoria, Emerson Murphy-Hill Microsoft, Christian Bird Microsoft Research, Jenna L. Butler Microsoft Research
Pre-print
16:15
15m
Talk
"Game Changer" or "Overenthusiastic Drunk Acquaintance"? Generative AI Use by Blind and Low Vision Software Professionals in the WorkplaceVirtual Attendance
Research Track
Yoonha Cha University of California, Irvine, Victoria Jackson University of Southampton, Lauren Shu University of California, Irvine, Stacy Branham University of California, Irvine, Andre van der Hoek University of California, Irvine
Pre-print
16:30
15m
Talk
Cognitive Biases in LLM-Assisted Software Development
Research Track
Xinyi Zhou University of Southern California, Zeinabsadat Saghi University of Southern California, Sadra Sabouri University of Southern California, Rahul Pandita GitHub, Inc., Mollie McGuire Naval Postgraduate Schoo, Souti Chattopadhyay University of Southern California
16:45
15m
Talk
Are Humans and LLMs Confused by the Same Code? An Empirical Study on Fixation-Related Potentials and LLM Perplexity
Research Track
Youssef Abdelsalam Saarland University, Norman Peitek Saarland University, Anna-Maria Maurer Saarland University, Mariya Toneva Max Planck Institute for Software Systems, Sven Apel Saarland University
Pre-print
17:00
15m
Talk
TaCoS: Generated Context Summaries for Task Resumption
Research Track
Alexander Lill University of Zurich, Valentin Hollenstein University of Zurich, Roy Rutishauser University of Zurich, André N. Meyer University of Zurich, Thomas Fritz University of Zurich
17:15
15m
Talk
Evolving with AI: A Longitudinal Analysis of Developer Logs
Research Track
Agnia Sergeyuk JetBrains Research, Eric Huang University of California, Irvine, Dariia Karaeva JetBrains, Anastasiia Serova JetBrains, Yaroslav Golubev JetBrains Research, Iftekhar Ahmed University of California at Irvine