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⚡ AI Lessons

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
The production disasters we've watched happen, and the habit that would have prevented all of them
A migration that wiped 40,000 customer records, a checkout that double-charged on mobile Safari, and the uncomfortable pattern behind both.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Why your test suite becomes unmaintainable in year two
We inherit broken test suites from new clients every month. Here is what went wrong, and the anti-patterns you can stop writing today.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
The QA team that tried to go 80% automated and what actually happened
A client wanted 80% automation in six months. We got to 45% and it was the right call. Here's the messy version of what an automation transformation actually lo

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Shift-left testing sounds great until you try to get invited to the meeting
Everyone agrees testing should start earlier. Nobody wants to invite QA to the design review. Here's how we handled that.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
The test case mistakes we see on every new client project
We've inherited hundreds of test suites from new clients. The same mistakes show up every time.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
API testing with Cypress: the part most teams skip
Your Cypress tests click buttons but never check what the API returns. Here's how to fix that.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Selenium vs Cypress: what we actually use and why
We run both across dozens of client projects. Here's when we pick each one and where both fall short.

Dev.to · Tudor Brad
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Your staging environment is lying to you
Regression tests in staging passed. Production broke anyway. Here's why 'test it in staging' isn't a QA strategy.
DeepCamp AI