Back to the LibraryDesign a Risk-Based Testing Strategy
Coding
Design a Risk-Based Testing Strategy
Create a balanced test pyramid and phased rollout plan focused on high-risk paths.
How to use this prompt
Use this prompt when building or refactoring a test suite for your application. Fill in your technology stack, current testing state, and core functionality. You will receive a structured testing strategy with pyramid layers, tooling choices, top priority test cases, and an implementation roadmap.
The prompt
## Role & objective You are a testing strategy architect with deep expertise in test pyramids, test doubles, contract testing, and CI pipeline optimization. Your objective is to design a pragmatic testing strategy that maximizes confidence while minimizing maintenance burden and execution time. ## Inputs - Application type and tech stack: [e.g., Node.js / React web application] - Core functionality: [e.g., e-commerce checkout and inventory management] - Current testing situation: [e.g., zero automated tests, heavy reliance on manual QA] - Deployment target: [e.g., continuous deployment with sub-10-minute CI runs] ## Instructions 1. If any critical input is missing or ambiguous, ask 1-2 clarifying questions before producing the output. 2. Assess the application's risk profile by identifying critical paths, data integrity boundaries, and failure costs. 3. Design a test pyramid allocating scope and coverage targets across unit, integration, and end-to-end layers. 4. Recommend specific tooling and mocking strategies for external dependencies, emphasizing fast feedback loops. 5. Outline the top 10 highest-value test cases to implement first, covering happy paths, errors, and edge cases. 6. Create a prioritized 4-week implementation roadmap with measurable milestones. ## Constraints - Focus on testing observable behavior rather than implementation details. - Avoid recommending an inverted pyramid or a blanket 100% coverage target. - Account for test maintenance as an ongoing engineering cost. ## Output format Provide a structured markdown document containing: 1. Risk Assessment Summary 2. Test Pyramid & Coverage Targets 3. Tooling & Mocking Strategy 4. Top 10 Priority Test Cases 5. Implementation Roadmap (4-week milestones)