Thinking out loud on AI, design, product, and everything in between. Written by the people actually building it.
Undesigned internal tools don't show up on a P&L line: they show up as support tickets, re-training time, and quiet spreadsheet workarounds. Here's what we apply from customer-facing UX to our own internal AI design critic.
ReadDashboard complexity compounds with every role, data source, and customization request. We break down progressive disclosure, multi-role views, and the TutorGuru dashboard system we built for it.
ReadEnterprise UX is judged by how well it survives the 500th use, not the first five minutes. What actually changes when your users didn't choose your software, and what to optimize for instead.
ReadLearn how user personas drive better design decisions, reduce unnecessary features by 35%, and align product teams. A step-by-step guide with research-backed methods.
ReadWhy user journey mapping reduces post-launch usability issues by 40%, a complete guide to mapping emotions, touchpoints, and friction points across the experience.
ReadMaster card sorting for better information architecture. When to use open vs closed sorts, optimal sample sizes (15-20 participants), and how to analyze results.
ReadTen essential IA principles for digital products. From task-based navigation to label testing, these commandments keep your product from becoming a labyrinth.
ReadThe think-aloud method on paper sketches catches 60% of UX issues at 5% of the cost. Facilitation techniques, session setup, and how to document insights.
ReadWe rebuilt our entire handoff pipeline around Claude, Copilot, and a strict annotation protocol. The result: specs that write themselves and devs who actually read them.
ReadMost roadmaps are still planned like it's 2021. We walk through the five questions every PM should ask about where AI can collapse timelines and kill entire feature categories.
ReadFrom first client call to production deploy in 42 days. We break down every sprint, every shortcut we took, and the one decision that nearly derailed the whole thing.
ReadAI can generate components in seconds, but it can't decide what your brand feels like. Here's what design systems are really for in 2025 - and what you can safely automate.
ReadWe started asking clients to write prompts instead of briefs. The conversations got sharper, the scope got clearer, and the first draft started landing closer to final.
ReadOur full toolkit for getting designs into code without the usual telephone game. Figma Dev Mode, token pipelines, automated visual QA, and the glue that holds it together.
ReadWe ran AI-assisted audits on 20 client products and found that the biggest wins weren't where we expected. The pattern: AI catches what humans normalize.
ReadPrototypes are comfortable. They let everyone feel busy without committing to anything. Here's why we killed the prototype phase and what replaced it.
ReadWe trained a custom AI model to review our own design work before client presentations. It caught spacing inconsistencies humans missed - and had some opinions we didn't expect.
ReadWe tracked the hidden debt from three projects where speed was prioritised over structure. The numbers are worse than you think - and the fix is simpler than you'd expect.
ReadDesign tokens are everywhere now, but most teams are using them wrong. We break down our token architecture across web, iOS, and Android - and why naming conventions matter more than tooling.
ReadSaying yes to everything is how products become bloated and timelines slip. We share the framework we use to push back on requests without damaging client relationships.
ReadAccessibility isn't a phase you bolt on at the end. We walk through the lightweight checks, component patterns, and testing habits that make WCAG compliance a default, not an afterthought.
ReadMost design critiques are either too polite to be useful or too harsh to be productive. Here's the exact format, timing, and ground rules we use to make every review session move the work forward.
ReadGrids aren't glamorous, but they're the foundation of every pixel-perfect layout we deliver. We explain why we chose 4px over 8px, how it scales across breakpoints, and the Figma setup that enforces it.
ReadAfter building color systems for 50 brands, we've learned that theory only gets you halfway. The rest is context, culture, and knowing when to break the rules. Here are the patterns that actually held up.
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