AI Test Case Generation: How to Review & Automate
AI can generate 100 test cases in seconds. Deciding which to keep, making them run, and maintaining them is the real work. Here's the workflow.
Dominik Szahidewicz
•September 7, 2026Software Testing
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How to Use MCP for Test Automation: Practical Workflows
Learn how to use MCP for test automation to plan, create, run, debug, repair, and review regression tests directly from your AI coding agent.
Dominik Szahidewicz
•September 7, 2026
Generative AI in Software Testing: What Actually Changed
Generating tests got cheap. Deciding what to keep, running it, and maintaining it didn't. An honest look at generative AI in software testing.
Dominik Szahidewicz
•September 6, 2026
MCP vs API: What It Changes for Test Automation
MCP vs API; MCP doesn't replace your REST API - it wraps it. Here's what that changes when an AI agent runs, reads, and repairs your regression suite.
Dominik Szahidewicz
•September 6, 2026
Complete Guide to Low Code Test Automation in 2026
Discover low-code test automation tools for simplifying processes without extensive coding knowledge. Learn how to test faster today.
Dominik Szahidewicz
•August 27, 2026
Test as Code Without Writing Code
Test as code usually means learning a framework first. Here's how QA records tests visually while devs review them as YAML in Git. (
Dominik Szahidewicz
•August 27, 2026
Test Automation for Beginners: Don't Start With Login
Most first test suites die in six weeks — and it's rarely the tool. Here's what to automate first, what to skip, and who has to own it afterwards.
Dominik Szahidewicz
•August 26, 2026
How to Reduce Test Maintenance Overhead
Test maintenance isn't a selector problem. Data from 31 accounts and PMF survey on what separates suites that survive from suites that get muted.
Dominik Szahidewicz
•August 26, 2026