Accessibility
6 articles about accessibility.
Browser Automation: Accessibility Snapshots vs Screenshots - Saving Tokens by Skipping Pixels
Switching from screenshots to accessibility snapshots for browser automation saved us massive token costs. Here is why structured data beats pixel analysis for AI agents.
File Access Is Just the Beginning for Desktop Agents
The migration from cloud to desktop starts with file access. But the real unlock is controlling actual apps - reading the accessibility tree, interacting with UI elements, chaining actions across applications.
AI Assistants That Control Your Apps vs Ones That Just Chat About Them
Voice plus file support is solid. But actually controlling your apps through the accessibility layer - clicking buttons, filling forms, navigating menus - is a different level entirely.
Using MCP to Let AI Agents Control macOS via Accessibility APIs
MCP servers that expose macOS accessibility APIs give AI agents structured control over any application. Add voice input and you get hands-free desktop automation.
Using MCP Servers for Desktop Automation, Not Just Chat
Most people use MCP to add tools to chat interfaces. The real power is chained workflows across native apps - browser automation, accessibility tree traversal, and memory systems as an automation backbone.
Desktop Agents Need Native OS APIs, Not Just Terminal Commands
A CLI is useful but the real unlock for desktop agents is accessibility APIs that let you interact with any app's actual UI - buttons, text fields, menus - not just running shell commands.