Automated UX Audits vs User Testing: What Each Actually Solves
Automation and user testing aren’t competitors—they solve different problems. Here’s how to use both without wasting time or budget.
Thoughts on UX, accessibility, modern CSS, SEO strategies, and building better user experiences.
Automation and user testing aren’t competitors—they solve different problems. Here’s how to use both without wasting time or budget.
Great product UX isn’t about novelty—it’s about predictability. Here’s why consistency outperforms creativity in real-world software.
Most critical UX failures never throw errors. They fail silently—through state drift, race conditions, and broken mental models. Here’s how to detect them.
Hotjar, Lighthouse, WAVE, FullStory, or build your own? Here's an honest comparison of UX auditing tools with real ROI data.
Most automated accessibility tools catch <30% of WCAG issues. Here's how to build a testing stack that finds 80%+ of problems before users do.
The worst bugs don't throw errors. They throw doubt. Here’s a practical approach to debug 'nothing happens' UX failures using behavioral traces and weak-signal correlation.
Inconsistent UI patterns cost you 20-40% of potential conversions. Here's how to audit, measure, and fix consistency debt before it tanks your metrics.
Most AI failures aren't model failures—they're context failures. Here's a concrete checklist for shipping reliable AI UX with tools, constraints, and verifiable outputs.
Modern search engines understand entities and relationships, not just keywords. Here's how to build content systems that rank in 2025 and beyond.
Modern CSS features like :has(), anchor positioning, and popover API make truly accessible tooltips possible without JavaScript. Here's how to build them right.