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Avinash Bhat

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Book Open access Jul 2026

Who Tells the Documentation Team? How AI Agents Disrupt Documentation Feedback Loops

Software documentation teams rely on developer activity to identify and correct problems in their content. As AI coding assistants reshape how developers seek information, their impact on software documentation feedback channels has gone largely unnoticed. When developers reduce reading documentation and stop posting questions, documentation teams lose the signals they need to find and fix problems. We use systems thinking to trace how agent-mediated information seeking disrupts the balancing loops that currently contribute to documentation quality and how this disruption would create reinforcing loops that degrade documentation and code quality over time. We identify leverage points where researchers can develop quality metrics and self-correcting documentation systems for agent-mediated use, and system designers can surface agent consumption patterns to documentation teams. Through this position paper, we call on the research community to investigate how agent-mediated documentation consumption reshapes documentation and its quality.

Avinash Bhat, Jin L. C. Guo · 1 citation
#software testing Review Aug 2026

"A Second Set of Eyes": The Process and Challenges of Software Documentation Review

The work identifies five distinct stages of the documentation review process: self review, technical review, editorial review, play testing, and post-publication feedback, and draws on practitioners with distinct expertise to address quality across content, presentation, and user experience.

Avinash Bhat, Ian Arawjo, Disha Shrivastava et al. · 0 citations