Test Architecture & Scaling
Design scalable automation architecture with robust page objects, fixture design, and CI orchestration for high-change products.
Learning Objectives
- Design maintainable automation architecture
- Scale fixtures and data setup without coupling
- Optimize CI for reliability and throughput
Prerequisites
- Baseline E2E knowledge
- TypeScript familiarity
Prompts in this Collection
- 1
Build a Playwright Page Object Model Architecture
Generate a full POM structure with a base page class, individual page classes, typed Playwright fixtures, and an example test — all in TypeScript.
Define architecture boundaries first.
beginnerplaywright - 2
Pytest Backend Fixture Architecture
Design layered fixtures for API, DB, and auth in large Python services.
Apply fixture layering to backend test systems.
advancedpytest - 3
GitHub Actions Monorepo Quality Gates
Build selective test execution and quality gates for monorepo pull requests.
Scale quality gates by package and risk level.
advancedgithub-actions - 4
GitHub Actions Nightly Full Regression Workflow
Run comprehensive nightly quality suites with trend tracking and ownership.
Add full-suite signal without slowing PR feedback.
intermediategithub-actions