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⚡ AI Lessons

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The Test Automation Tax Nobody Budgets For
Most teams calculate the cost of test automation by looking at how long it takes to create the first...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Your Test Suite Is Not Reliable If Nobody Trusts Its Failures
Most teams do not have a test automation problem. They have a trust problem. The distinction...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your Test Suite Isn't Slow. It's Accumulating Decisions
Most browser test suites do not collapse in one dramatic moment. They get a little slower on...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your CI Is Not Flaky. Your Failure Triage Is.
A red CI build is not a diagnosis. It is a notification that something happened. That “something”...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Why Browser Tests Fail Everywhere Except Your Laptop
A browser test that fails everywhere is usually easy to diagnose. A browser test that passes on your...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Why Browser Tests Fail When State Outlives the Page
One of the most misleading assumptions in browser automation is that a new page means a new test...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Best Test Automation Tool Is the One Your Team Still Uses a Year Later
Most test automation tools look good during a demo. You record a login flow, add an assertion, run...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Practical QA Skills in 2026: What Actually Breaks Modern Test Automation
A lot of test automation advice still sounds like it was written for a simpler world. Pick a...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
A practical playbook for choosing browser automation and cross-browser testing tools
If your goal is faster releases with fewer flaky failures, the tool choice matters less than the...

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Why Tests Start Failing Over Time, and What Teams Can Actually Do About It
A belief that sounds reasonable is this: if a test passed last week, it should still be a reliable...
DeepCamp AI