AI Testing Insights & Guides
Explore the latest thinking on AI-powered quality assurance, test automation strategies, and software testing best practices from the Qate AI team.
The State of AI-Powered Testing in 2026
Explore the AI testing landscape in 2026 — market trends, key technologies like conversational testing and self-healing tests, and what it means for QA teams.
Complete Guide to Automated Windows Desktop Testing
Learn how to automate testing for Windows desktop applications including SAP, Oracle Forms, and custom .NET apps. Overcome the challenges most testing tools ignore.
From Failed Test to Fixed Code: AI Bug Detection, Root Cause Analysis, and PR-Based Testing in 2026
What actually works for AI-powered bug detection, root cause analysis, and PR-driven test selection — the tools, the data, and the uncomfortable truths.
How Conversational Test Creation Eliminates Test Scripting
Discover how natural language test creation replaces traditional scripting. Create comprehensive test suites by describing what you want to test in plain English.
Self-Healing Tests: What Works, What Doesn't, and What the Industry Won't Tell You
My honest take on self-healing test automation — the real approaches, their limits, and the data behind the hype.
Integrating AI Testing into Your CI/CD Pipeline
A practical guide to adding AI-powered testing to GitHub Actions, Azure DevOps, and Jenkins pipelines. Cover web, desktop, and API testing in your CI workflow.
Automated REST API Testing from Your Swagger Spec
Generate comprehensive REST API test suites automatically from your OpenAPI/Swagger specification. Import, generate, and run API tests in your CI pipeline.
AI-Powered Regression Testing: Catch Bugs Before Users Do
Learn how AI transforms regression testing from a slow, incomplete process into intelligent, comprehensive coverage that catches bugs before they reach production.
Enterprise Test Automation: On-Premise AI Testing at Scale
Deploy AI-powered test automation on your own infrastructure. Kubernetes deployment, data sovereignty, and enterprise-grade scaling for regulated industries.
Playwright in 2026: Raw Scripts, AI Agents, or Both?
Playwright now ships its own AI agents. Here's what changed, what the real costs are, and how to decide between raw Playwright, AI-augmented Playwright, and AI-native testing platforms.
SOAP Testing in 2026: The Tools, The Pain, and What Actually Works
A practical guide to testing SOAP web services — the current tooling landscape, what's changing, and approaches that save time.