AI-Assisted Test Generation Workflow
Build an AI-assisted test-generation workflow: feature spec → test cases → automation scaffolding.
Python or TypeScriptAnthropic SDKCucumber or Playwright
About this project
AI is reshaping test authoring. This project teaches the modern QA workflow: prompt engineering for test case generation, Claude/GPT integration, and the human-in-the-loop review process. Build a small tool that takes a feature spec and outputs test cases (Gherkin or test code).
Why build this in 2026?
AI test generation is one of the few QA-specific differentiators in 2026.
What you'll ship
- GitHub repo
Sample input/output runs
Writeup of trade-offs
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Skills you'll practice
test automationlarge language modelsprompt engineering