Keynote Speaker
AI Overload: How Careless AI Usage Is Quietly Killing PR Quality
OOSC 4.0 (Open Source Conference), IIIT Allahabad
August 2026, Prayagraj / Allahabad, India
Delivered an invited conference keynote analyzing the surge in LLM-assisted contributions to upstream Linux projects, the cognitive load imposed on volunteer maintainers, and pragmatic technical solutions for CI linting, device testing verification, and thoughtful AI adoption.
Keynote, Open Source, Upstream Maintenance, AI Ethics, IIIT Allahabad