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Test Strategy & Quality Engineering Playbook

Quality Engineering Risk Based Testing CI/CD SDET Mindset

A senior-level example of a practical, scalable, and risk-oriented QA strategy used in modern Agile and CI/CD environments.

This repository demonstrates how quality can be embedded across the entire software lifecycle — not as a final validation phase, but as a continuous engineering discipline.


About

I approach Quality Engineering as a strategic function that reduces production risks, increases deployment confidence, and supports scalable growth.

This project reflects:

  • Risk-Based Testing strategy
  • CI/CD quality gates
  • API & UI validation structure
  • Release decision framework
  • Measurable quality signals
  • Clear communication with stakeholders

Key Concepts

  • Quality Engineering vs Traditional QA
  • Risk-Based Prioritization
  • Automation as Deployment Confidence
  • CI/CD as Quality Enabler
  • Metrics-Driven Decisions
  • Preventive vs Reactive Quality

How I Work

I believe senior QA is defined by influence, not only execution.

My workflow focuses on:

  • Anticipating risks before implementation
  • Challenging unclear requirements early
  • Designing test strategies aligned with business impact
  • Defining measurable quality signals
  • Automating what protects the business, not everything
  • Reducing flakiness and maintaining automation health
  • Acting decisively during release risks and incidents

Quality is not about finding bugs. It is about preventing incidents.


Quality Gates in CI/CD

A release should only move forward when objective signals confirm stability.

Example Quality Gates:

  • Smoke suite must pass (CI trigger)
  • Critical APIs contract validation must pass
  • High-risk regression coverage executed
  • No open critical defects
  • Automation pass rate above defined threshold
  • Flakiness rate below acceptable tolerance
  • Performance baseline within expected limits

Deployment is a decision supported by evidence.


Repository Structure

  • Test Strategy
  • Test Plan
  • Risk Matrix
  • Entry & Exit Criteria
  • Templates (Bug, Report)
  • API Checklist
  • Regression Checklist

Author

André Felipe Morais
QA Automation Engineer | Risk-Based Testing | CI/CD Quality

About

Senior-level QA Test Strategy & Quality Engineering Playbook | Risk-Based Testing | CI/CD Quality Gates | Release Decision Framework

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