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When an AI agent gets a requirement wrong, the mistake lives in the test assertions, not the implementation. Domain knowledge catches it, not coding skill.
When an AI agent gets a requirement wrong, the mistake lives in the test assertions, not the implementation. Domain knowledge catches it, not coding skill.
Last week, we deleted 16,000 lines of code, rewrote 11,500, migrated frameworks, ripped out React, and swapped our entire CSS setup with AI. It took less than 6 hours.
A couple of months ago, I was copy-pasting prompts into ChatGPT. Now I'm shipping features, running tests, managing branches, and keeping documentation alive, with a team of agents doing the heavy lifting. All by myself.
Software development's feedback loop has compressed from years to minutes, but QA remains the last bottleneck, the one place still dependent on human judgment. AI is rapidly closing that gap, and before the year is out, that final human checkpoint may no longer be necessary.
AI code review catches what humans miss and misses what humans catch. This guide compares the tools, shows what each catches, and walks through setup without replacing human judgment.
Performance bugs erode trust quietly until users explode. Three pragmatic steps help you catch slowdowns early: explore real bottlenecks with Sentry, test with production-sized data, and add lightweight API load tests.
Claude can now test your frontend. With a bit of config, the Playwright MCP server lets Claude run browser tests, find bugs, and even generate reusable test code. This could be a game-changer for startups without QA.
Struggling with a legacy codebase? We used Playwright to automate QA, reducing bugs. By mocking external APIs like Google Maps, we ensured seamless testing. Learn our implementation with Laravel and Playwright for reliable results.
How to run fake e2e tests using react-testing-librabry? Here's a quick tutorial on how to speed up your feedback loop when working in front end applications.
Explore the essentials of cross-platform mobile app development. Learn about design, feature parity, performance, and user experience across iOS and Android with insights on React Native and Flutter. Optimize your development process with key tips on app stores and integration.
Explore the essentials of developing cross-platform and hybrid mobile apps with React Native and Flutter. Learn about design, feature parity, performance, testing, maintenance, app store challenges, CI/CD, asset management, accessibility, and error reporting in this comprehensive guide.
Discover why simpler infrastructure beats autoscaling for startups. Learn about evolving from shared servers to cloud solutions, the need for testing, and minimalist approaches. Essential for founders and engineers seeking smart infrastructure strategies.
Listen to this new Pulse podcast episode on technical debt where Jonas and Andreas discuss managed vs unmanaged debt, legacy code, code rot and give some tips on how to work with technical debt in any given circumstances.
Not every company can have a “move fast and break things” attitude. In fact, even Zuckerberg, who installed this as a mantra at Facebook in
When writing tests, I often find myself switching between the IDE and terminal windows to actually run the tests. On projects with very large test