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Test Automation
The Saga pattern is how you implement long-running business transactions across multiple microservices without distributed transactions. Instead of locking resources across services (which doesn't scale and creates tight coupling), a saga breaks the transaction into a sequence of local transactions — each with a compensating transaction to undo
Test Automation
Spring Boot applications have consistent, well-understood patterns: @Service classes orchestrate business logic, @Repository interfaces handle persistence, and @RestController classes expose HTTP endpoints. Diffblue Cover recognizes these patterns and applies appropriate mocking and assertion strategies for each. Here's what to expect from each layer and how to get
Test Automation
Legacy Java codebases are the most compelling use case for Diffblue Cover. These are systems that have been in production for years, with no unit tests, where every change carries risk because there's no safety net. Adding tests manually is slow and risky — touching legacy code to make
Microservices
Distributed transactions are one of the hardest problems in microservices. Two-phase commit works in theory but fails in practice — it's slow, fragile, and locks resources across service boundaries. The saga pattern solves this with a sequence of local transactions with compensating actions. But testing sagas is just
Accessibility Testing
A SaaS application has specific accessibility challenges that generic checklists don't address: authenticated dashboards, complex data tables, modals triggered by user actions, real-time updates, and multi-step workflows. This checklist is organized by what to check at different stages of development and before release. Why SaaS Products
Test Automation
Writing unit tests is one of the most time-consuming parts of Java development — and one of the most frequently skipped. Diffblue Cover addresses this by generating JUnit tests automatically using AI. This guide walks through installation, first run, and what to do with the tests it produces. What Diffblue
Testing
Rust is the dominant language for production WebAssembly. The Rust/Wasm toolchain — wasm-pack, wasm-bindgen, and web-sys — is mature and well-documented. But testing Rust Wasm projects requires thinking at multiple levels simultaneously: Rust logic, Wasm compilation, JavaScript integration, and browser behavior. This guide covers the complete testing
Test Automation
Running Diffblue Cover locally is useful for one-off coverage boosts. The real leverage comes from integrating it into CI — automatically generating tests when coverage drops, or regenerating tests when code changes. This guide covers the practical setup for Jenkins, GitHub Actions, and GitLab CI. Prerequisites CI integration requires the
Testing
Rust compiled to WebAssembly introduces a new class of testing challenge: your code runs in a browser or Node.js context, not on the OS. Standard cargo test doesn't run wasm tests. wasm-pack test does. This guide covers how to write testable Rust wasm code, use wasm-
Testing
Devin AI is the most autonomous coding assistant on the market. It doesn't just suggest code — it executes tasks autonomously. Give it a GitHub issue, it reads the codebase, writes a fix, runs tests, and submits a pull request. The PR comes with test results attached. For QA
Testing
Test-driven development (TDD) is shift-left taken to its logical extreme: tests are written before the code they test. This forces quality considerations to happen at specification time — the earliest possible moment. This guide covers the TDD cycle, why it's the most effective shift-left practice available,
Testing
Testing async Rust code with #[tokio::test] handles the basics — but complex async patterns (state machines, channels, time-dependent logic, concurrent operations) need more. This guide covers advanced async testing patterns beyond the basics. The Foundation: #[tokio::test] The baseline for async Rust tests: [dev-dependencies] tokio = { version = "1&