activity
20232026
most citedMake It Make Sense! Understanding and Facilitating Sensemaking in Computational Notebooks

2 citations · 3 across the 11 of their papers we have counts for

collaborators

12 papers

cs.SE2026

''You Can't Open an LLM With a Screwdriver'': The De-Democratization of Software

Zixuan Feng, Italo Santos, Kostadin Damevski +1

Claims that generative AI will soon write all of the code have led to predictions that programming is nearing its end. In this vision paper, we argue against this assumption that b…

cs.SE2026

"AI Slop is DDoSing Open Source": Understanding the Impact of AI-Generated Contributions on Open Source Sustainability

Sadia Afroz, Courtney Miller, Tyler Menezes +3

Open source software (OSS) communities are facing increasing pressure from Generative AI (GenAI) tools. We call it AI-DDoS: a denial-of-service effect in which plausible but low-qu…

cs.SE2026

Restructure This: Using AI to Restructure Onboarding Documents to Reduce Cognitive Overload

Zixuan Feng, Prashant Tandan, Igor Steinmacher +2

Onboarding documentation is critical for attracting and retaining newcomers in open source software (OSS). However, it is often presented as dense, inconsistently structured, and f…

cs.SE2026

Addressing OSS Community Managers' Challenges in Contributor Retention

Zixuan Feng, Katie Kimura, Bianca Trinkenreich +3

Open-source software (OSS) community managers face significant challenges in retaining contributors, as they must monitor activity and engagement while navigating complex dynamics…

cs.SE2025★ 1 cited

The Fast and Spurious: Developer Productivity with GenAI

Sadia Afroz, Zixuan Feng, Tyler Menezes +4

Generative AI (GenAI) tools are increasingly being adopted in software development as productivity aids, since there is evidence that GenAI tools can improve individual aspects of…

cs.SE2025

From Gains to Strains: Modeling Developer Burnout with GenAI Adoption

Zixuan Feng, Sadia Afroz, Anita Sarma

Generative AI (GenAI) is rapidly reshaping software development workflows. While prior studies emphasize productivity gains, the adoption of GenAI also introduces new pressures tha…

cs.SE2025

Charting Uncertain Waters: A Socio-Technical Roadmap for Sustaining Open Source Communities in the Age of GenAI

Zixuan Feng, Reed Milewicz, Emerson Murphy-Hill +4

Open Source Software (OSS) communities face a wave of uncertainty as Generative AI (GenAI) rapidly transforms how software is created, maintained, and governed. Without clear frame…

cs.SE2025

When Domains Collide: An Activity Theory Exploration of Cross-Disciplinary Collaboration

Zixuan Feng, Thomas Zimmermann, Lorenzo Pisani +3

Background: Software development teams are increasingly diverse, embedded, and cross-disciplinary. Domain experts (DEs) from different disciplines collaborate with professional sof…

cs.HC2025

The Multifaceted Nature of Mentoring in OSS: Strategies, Qualities, and Ideal Outcomes

Zixuan Feng, Igor Steinmacher, Marco Gerosa +4

Mentorship in open source software (OSS) is a vital, multifaceted process that includes onboarding newcomers, fostering skill development, and enhancing community building. This st…

cs.SE2024

Investigating the Impact of Interpersonal Challenges on Feeling Welcome in OSS

Bianca Trinkenreich, Zixuan Feng, Rudrajit Choudhuri +3

The sustainability of open source software (OSS) projects hinges on contributor retention. Interpersonal challenges can inhibit a feeling of welcomeness among contributors, particu…

cs.HC2023★ 2 cited

Make It Make Sense! Understanding and Facilitating Sensemaking in Computational Notebooks

Souti Chattopadhyay, Zixuan Feng, Emily Arteaga +4

Reusing and making sense of other scientists' computational notebooks. However, making sense of existing notebooks is a struggle, as these reference notebooks are often exploratory…

cs.SE2023

Unveiling Diversity: Empowering OSS Project Leaders with Community Diversity and Turnover Dashboards

Mariam Guizani, Zixuan Feng, Emily Judith Arteaga +3

Managing open-source software (OSS) projects requires managing communities of contributors. In particular, it is essential for project leaders to understand their community's diver…