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Field notes for computer-use agents.
Practical writing on AgentOS, visual automation, benchmarks, customer rollouts, and the engineering details behind production agents.
Academy
Top AI Visual Testing Tools for UI Consistency
Comparing AI visual testing tools? Here's how Applitools, Percy, and Reflect differ, and when you need a different category entirely: agentic testing.
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UI Test Automation vs Visual Regression Testing
UI test automation verifies functionality. Visual regression testing catches visual bugs. Here's the real difference, and how agentic testing covers both at once.
6 min read
Visual Regression Testing in Web Automation
How visual regression testing actually works in a CI/CD pipeline, from baseline capture to noise filtering and analysis at scale.
6 min read
Why Testing Is Really About Workflow Ownership
Testing tools are built around the screen. The workflow underneath is the actual point, and that reframe changes what a test run can produce.
6 min read
Visual Testing with AI: How to Catch UI Bugs Your Scripts Miss
Script-based tests confirm elements exist — not what users actually see. Learn how AskUI's agentic testing catches the UI bugs scripts miss.
5 min read
macOS Agent Testing
How computer-use agents automate macOS apps, system utilities, and cross-platform workflows without depending on element identifiers.
5 min read
HMI and SCADA in Modern Industrial Automation
HMIs are the touchpoints operators use to control industrial machines. SCADA systems sit above them, providing factory-wide visibility and alarm management. As systems scale, manual testing becomes impossible.
4 min read
How to Automate a Windows Application
Why most automation tools fail on enterprise Windows environments and how computer-use agents handle legacy apps, locked-down builds, and industrial HMI displays.
6 min read
Android Agent Testing
How computer-use agents automate apps, infotainment systems, and mixed-architecture flows without depending on the view hierarchy.
6 min read
Web Agent Testing
How computer-use agents automate web apps, legacy portals, and mixed-architecture flows without depending on DOM access or stable element identifiers.
6 min read
Meet AskUI at Car.HMI Europe 2026
AskUI is exhibiting at Car.HMI Europe 2026 — and CEO Jonas Menesklou will be speaking. If you're working on automotive HMI testing, come find us in Berlin.
2 min read
Agentic Testing in Production: What It Takes
A practical guide to running agentic testing in production. Covers the seven authoring concepts, AgentOS deployment options, CI integration, compliance reporting, and a five-stage roadmap from day one to full coverage.
7 min read
How to Write System Prompts for Computer Use Agents (2026 Guide)
If your computer use agent keeps failing on the same test cases, the problem is probably not the model. It's the system prompt. Here's the four-part structure that works in production.
8 min readReady for production?
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