
Testing Strategies for Modern Web Apps: What Actually Works
A practical guide to a testing strategy that catches real bugs: unit, integration and end-to-end with Vitest, Testing Library and Playwright.
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A practical guide to a testing strategy that catches real bugs: unit, integration and end-to-end with Vitest, Testing Library and Playwright.

Dependency injection in TypeScript with constructor injection, factory functions, DI containers and module composition — testable, without framework lock-in.

Build reliable end-to-end suites with Playwright: page object models, test isolation, network interception, visual regression and CI, without flakiness.

Practical testing for distributed architectures: contract testing between services, chaos engineering, integration design, and confidence without full E2E.

A practical guide to evaluation pipelines for LLM features: semantic similarity metrics, behavioral testing, regression detection and quality gates.

Practice chaos engineering by injecting controlled failures into production to find weaknesses first: network partitions, resource exhaustion, dependencies.

Build a feature flag system with gradual rollouts, user targeting, A/B testing and kill switches — plus lifecycle patterns that prevent flag debt.

Design and run load tests with k6: ramping strategies, realistic user simulation, threshold-based pass/fail criteria and reading results to find bottlenecks.

How property-based testing generates hundreds of random inputs to verify invariants and catch edge cases example tests miss, using fast-check in TypeScript.

Design evaluation pipelines for LLM applications: automated metrics, human evaluation protocols, regression tests, prompt versioning and monitoring.

Systematic refactoring strategies for legacy codebases: characterization tests, the strangler pattern and incremental extraction, without regressions.

How to implement feature toggles that enable trunk-based development, gradual rollouts and instant rollbacks — types, testing and cleanup that avoids debt.