Frameworks I’ve Built, Tweaked, and Worked With

Frameworks don’t magically solve problems
But they set the rhythm for writing cleaner, repeatable tests
These are the ones I’ve worked with
Some I built from scratch, some I inherited and made better

Frameworks I Use in My Testing Projects

• Pytest
  My favorite for Python automation. Clean, powerful, and easy to plug in with plugins. I’ve used it for both simple and complex test suites.

• Rest Assured
  When it comes to API automation in Java, this one’s been rock solid. It fits well into CI pipelines and works smoothly with TestNG or JUnit.

• Behave
  For BDD-style automation in Python. Handy when working in teams where readability and collaboration matter more than just scripts.

Testing gets better when the foundation is strong
These frameworks give me that base to build on