Test Automation: A Practical Guide to Getting Started
TL;DR
Automate the repetitive, well-defined checks so people can focus on judgment work. Keep a healthy testing pyramid, start with smoke tests in CI, and treat flaky/false failures as urgent. AI-driven tools like DevAssure O2 mainly cut E2E brittleness and authoring cost — they do not replace deciding what is worth testing.
Manual QA doesn't scale with a growing codebase. Every new feature adds another set of paths someone has to click through by hand, and every release means re-checking that nothing old broke. Test automation exists to break that tradeoff — but only if it's built the right way. Here's a practical, in-depth look at what test automation actually involves, where teams typically go wrong, how to think about tooling choices, and what's changed recently with AI-driven approaches.
