by indydevdan
Skills alone are a dead end — you need four layers (capability, scale, orchestration, reusability) to solve entire classes of problems with agentic browser automation instead of one-off tasks.
by alexander-opalic
Nuxt Test Utils v4 requires Vitest v4, a new browser provider package, and careful Vue version alignment to avoid deep DOM type conflicts during typecheck.
by moss-ebeling
Investing in automated feedback mechanisms—build systems, type checkers, visual renderers, formal verification—gives AI agents the ability to self-correct, freeing engineers from manual review.
by mattpocockuk
AI coding agents working autonomously need feedback loops to verify their own work—TypeScript for type errors, Vitest for logic bugs, and Husky to enforce both before every commit.
by lachlan-miller
Pure functions that receive arguments and return new values (functional core) should handle business logic, while a thin imperative shell manages state mutation and UI integration.
by mario-bittencourt
Business logic belongs in pure functions (functional core) while infrastructure concerns like databases and UIs live in the imperative shell—and the core must never call the shell.
by dave-aronson
Code coverage tells you what code runs—mutation testing tells you if your tests would actually catch bugs by deliberately breaking code and checking whether tests fail.
by simon-de-lang
Code coverage measures what runs, but mutation testing reveals whether your tests actually catch bugs by deliberately breaking code and checking if tests fail.
by paul-hammond
Code coverage lies about test quality—mutation testing exposes weak tests by asking 'if I introduced a bug here, would my tests catch it?'
by nuxt
Real-time accessibility auditing inside Nuxt DevTools catches WCAG violations during development rather than after deployment.
by vladimir-sheremet
Vitest 3 standardized APIs and improved browser mode; Vitest 4 rewrites mocking, adds visual regression testing, Playwright traces, and VS Code debugging.
by mohammad-bagher-abiyat
Vitest Browser Mode runs tests in real browsers instead of jsdom simulations, eliminating false positives from Node.js APIs leaking into the test environment.
by jessica-sachs
Vitest browser mode runs component tests in real browsers instead of JSDOM, providing actual rendering confidence while maintaining Vitest's speed and developer experience.
by mark-winteringham
Practical guide to using generative AI for test design, synthetic data generation, and automation without the hype.
by michael-thiessen
Mike Cohn's 2009 testing pyramid no longer fits modern web development—teams should design their own testing strategy based on tooling, architecture, and risk tolerance.
by tsvetan-tsvetanov
Quality foundations—testing, strict types, clean APIs—enable rapid AI-assisted development because features emerge naturally once verification loops exist.
by kent-c-dodds
Prioritize integration tests over unit tests for maximum confidence with minimal maintenance burden—aim for ~70% coverage, not 100%.
A comprehensive guide to building maintainable, scalable Vue 3 applications
by alexander-opalic
A practical testing strategy for Vue 3 that inverts the traditional pyramid—prioritizing integration tests (~70%) over unit tests, using Vitest browser mode for real browser execution and 4x faster performance than JSDOM.
by kent-c-dodds
Nested describe blocks with beforeEach hooks create cognitive burden by requiring developers to track mutable state across scope levels—prefer inline setup or factory functions instead.