InfoQ Homepage Testing Content on InfoQ
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How to Use Property-Based Testing as Fuzzy Unit Testing
According to Eivind Jahren, property-based testing is an invaluable tool for its ease of use and effectiveness. It is flexible in what requirements one can formulate and is simple and lightweight enough to put in the hands of software developers to perform iterative testing on a daily basis, less test code is required, and it’s easier to reuse test data generators for complex structured data.
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Exploring AI's Role in Automating Software Testing
QA professionals are increasingly turning to AI to address the growing complexities of software testing. AI-driven automation can improve test coverage, reduce test cycle times, and enhance the accuracy of results, leading to faster software releases with higher quality.
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How Slack Used an AI-Powered Hybrid Approach to Migrate from Enzyme to React Testing Library
Enzyme’s lack of support for React 18 made their existing unit tests unusable and jeopardized the foundational confidence they provided, Sergii Gorbachov said at QCon San Francisco. He showed how Slack migrated all Enzyme tests to React Testing Library (RTL) to ensure the continuity of their test coverage.
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Google Introduces Gemini AI Features to Android Studio
Google has released a set of updates to Gemini in Android Studio, aiming to enhance the developer productivity through AI-powered features. This release is designed to bring AI to every stage of the development lifecycle, such as AI-assisted coding, refactoring, generating documentation, analyzing and test code, and suggesting fixes.
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Staying Innovative on a Journey from Start-Up to Scale-Up
As ClearBank grew, it faced the challenge of maintaining its innovative culture while integrating more structured processes to manage its expanding operations and ensure regulatory compliance. Within boundaries of accountability and responsibility, teams were given space to evolve their own areas, innovate a little, experiment, and continuously improve, to remain innovative.
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The Value of Using Timeless Testing Tools
According to Benjamin Bischoff, developers find new tools much more interesting than old ones, as they offer an opportunity to learn new technologies and approaches and to expand their tool belt. Using tools that have been around for decades, however, can save time and budget. When evaluating tools, it is more important to understand the problem to be solved than to jump straight into the tools.
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How Testing in the Metaverse Looks
The "metaverse" typically refers to a collective virtual shared space that is created by the convergence of a virtually enhanced physical reality and a persistent virtual reality. According to Jonathon Wright, testing requires a mix of manual testing, automated testing, user testing, emulators, and simulators. Real-world testing environments are used to cover as many scenarios as possible.
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Improving Mobile Test Automation with Continuous Integration, Central Logging, and Metrics Analysis
Continuous integration can enhance automated mobile testing. Test data from multiple mobile devices running parallel tests can be consolidated to support monitoring. Jira tickets from manual testing can trigger the build process to ensure that testers will have the correct software version to do the manual testing.
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JetBrains Aqua IDE for Test Automation Now Generally Available
Aqua, the first IDE for test automation, is now generally available. The IDE supports multiple languages and major testing frameworks like Selenium and Cypress. JetBrains introduces a new licensing model with Free Individual Non-Commercial and Paid Commercial plans. Additionally, Aqua is included in the All Products Pack.
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How Google Does Chaos Testing to Improve Spanner's Reliability
To ensure their Spanner database keeps working reliably, Google engineers use chaos testing to inject faults into production-like instances and stress the system's ability to behave in a correct way in the face of unexpected failures.
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Production Comes First - an Outside-In Approach to Building Microservices by Martin Thwaites
Martin Thwaites, an observability evangelist, developer, and developer advocate at honeycomb.io, presented on Production Comes First - an Outside-In Approach to Building Microservices. The session was part of the "Connecting Systems: APIs, Protocols, Observability" track.
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QCon London: Efficient Serverless Development
At QCon London, Yan Cui, a serverless advocate at Lumigo, shared patterns for effective local development with AWS serverless technologies. The focus areas were testing approaches, deployment practices, and application environments.
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The Impact of Testing in Software Teams
Communicating quality gaps, holding space for good testing, and writing automation are some of the ways that testers contribute to software teams. According to Maaret Pyhäjärvi, we need to think about testing, not testers. Collaboration and having conversations between team members can result in valuable impact that changes the product and the experiences of our users.
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Terraform 1.7 Adds Config-Driven Remove and Test Mocking Ahead of OpenTofu
Hashicorp announced the release of Terraform 1.7, a new version of the popular Infrastructure as Code (IaC) tool. Terraform now supports config-driven remove capability, a safer way to remove resources from the managed stack’s state data. The new version also comes with mock providers and overrides, as well as several other enhancements in the test framework.
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OpenAI Releases Transformer Debugger tool
OpenAI has unveiled a new tool called the Transformer Debugger (TDB), designed to provide insights into the inner workings of transformer models. The tool was developed by OpenAI's Superalignment team and combines automated interpretability techniques with sparse autoencoders.