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A11yTalksOct 29, 2025

Continuous AI for accessibility: Build better, faster, inclusive software with GitHub

An open-source prototype that pairs GitHub Actions and Copilot to help developers find and fix accessibility issues within their workflow.

talkAccessibilityAI/MLAT testingCI/CDInclusive designOpen-source
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Hi everyone, thanks for having us. We're here to talk about GitHub’s Accessibility Scanner and how it supports a model we call Continuous AI for accessibility. First we will briefly ground us in why accessibility and AI matter right now, explain what Continuous AI for accessibility is, show how the scanner fits into GitHub workflows, and then we’ll look at a short demo and next steps.

Continuous AI for accessibility embeds automated scans, AI-driven fixes, and best practices directly into development. Our open-source prototype uses GitHub Actions and Copilot to help developers tackle accessibility issues seamlessly, making inclusive design second nature from day one.