The UX Challenge of AI: Training Users to Build a Secure Facial Vault
When you build an app, you know exactly how the backend works. But the moment real users hit the frontend, they will do the exact opposite of what you…
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The Affective Blind Spot: How Support Systems Fail When Incentives Eclipse Care
When a support system breaks, its real incentives show. A field report on affective blindness, governance, and why bots escalate hostility but never h…
Two opposite designs for AI meeting notes: transcribe everything vs enhance what you typed
I ran the same meeting through two AI notetakers, Otter and Granola, expecting to compare accuracy. The accuracy was close. What actually separated th…
What Onboarding Reveals About a SaaS Vendor
I have a habit whenever I test a new SaaS product. Before I look at features. Before I compare pricing. Before I read the roadmap. I go through onboar…
How to Design a Mobile App With AI: The Full Workflow (Start to Finish)
I can design and build a real mobile app in an afternoon now. Not a toy. Something I'd actually put on the store. The part that changed was design. I'…
The fallback matrix I use when an AI MVP looks done too early
The most dangerous AI prototype is not the broken one. It is the one that looks finished five minutes too early. That is the moment when teams start d…
Interview Tree: Turning User Interview Transcripts into Structured Opportunity Trees with Claude
I built Interview Tree because synthesizing user interview transcripts by hand is slow and error-prone. Reading through long conversations to find rec…
How We Cut Magento Checkout Drop-off by 34% with a React Frontend
When a Magento store feels slow, merchants usually notice it first on the homepage. When revenue actually slips, we usually find the damage deeper in …
Drag-and-drop rescheduling with dnd-kit: the four edge cases that were the actual feature
We added drag-and-drop rescheduling to our social media calendar (Next.js + dnd-kit, Rails API behind it). The drag interaction took a day. The edge c…
How to Resize Table Columns and Rows Online
Resizing table columns should feel immediate. You hover over the column border, the cursor changes to a resize indicator, you drag, and the column cha…
How I Built a Fan-Made Walkthrough Site for an Indie Visual Novel
The Problem: Indie Games Deserve Better Guides When I first played The Freak Circus — a psychological horror visual novel by indie developer Neko Buen…
CSS 'overscroll-behavior' rubber banding: the right color behind the page when you pull it
I think you all know the overscroll rubber-banding effect: when you scroll past the end of a page, or pull past the top, the content bounces back. It …
Zero Perceived Latency: Architecting Optimistic UI in React ⚡
Liquid syntax error: Variable '{{% raw %}' was not properly terminated with regexp: /\}\}/
Как устроена работа UX-исследователя в Контуре: лаборатория и продуктовые команды
Мы ищем классных коллег в команду UX-исследователей, поэтому внутри статьи есть ссылки на вакансии 🔥. Чтобы познакомиться, рассказываем, как у нас уст…
The Inflation of Cognitive Load in Modern SaaS Layouts
In the early days of web application design, the primary challenge was technical execution: rendering components efficiently, managing database lookup…
Why your landing page converts poorly, a developer's CRO checklist
If your landing page gets traffic but few signups, the cause is usually technical and fixable: it loads too slowly, the main content renders late, the…
Your app can save someone from having a panic attack (a real-life story)
As I'm observing engineers, I notice that most of them share the same characteristic: unending loads of curiosity. You, software developers, are deepl…
Rethinking Design Systems: When Code Becomes the Source of Truth
The Design-to-Development Gap Every product team knows this dance: Design creates beautiful components in Figma. Engineering builds them in React. The…
The Hidden Contract of Mastery: Why Complexity Is Yours to Absorb
A few days ago, someone left a comment on one of my open source projects. They'd tried my CLI tool — a 3D print quality inspector called Printsight — …
What barcode scanning taught me about AI food logging UX
I used to think the best AI food logging flow would be simple: Take a photo, let the model identify the meal, confirm it, done. That works surprisingl…
My Potential Users are Just Busy… Or Are They?
When I first told a friend about my AI garden visualization idea, she said What a great idea! Sounds interesting! So I asked her to send me her backya…
What Building an AI-Powered Mental Wellness Platform Taught Us About Human Behavior
When we started building Wellzy , we thought the biggest challenge would be the AI. We were wrong. The hardest part wasn't choosing models, designing …
Cursor vs Offset Pagination: A Frontend Engineer's Perspective in 2026
We talk about pagination as if it's purely a backend concern – the database does the heavy lifting, the API returns pages, and the frontend just rende…
What Is Generative UI? (And Why Text Output Is No Longer Enough)
Most AI apps still treat the model response as text. That is understandable. Text is the native output format of an LLM. It is easy to stream, easy to…
UI/UX in Design
Image by freepik "Design is not just what it looks like and feels like. Design is how it works." — Steve Jobs, Co-founder of Apple When I started buil…
Rudi AI Is a Character Wrapper Over Grok 4. Here Is What That Architecture Teaches Us About Building Persona-Driven AI Products.
Full product overview and parental controls guide: Aadhunik AI - Inside Rudi AI, Grok's Cute Companion with a Dark Side ( https://aadhunik.ai/blog/rud…
Most Software Is Workflow Design
One of the biggest mistakes I made early in my career was believing that software products were primarily collections of features. This application ha…
Building search features for users in different timezones. The remote renter problem.
When I looked at who was actually signing up to HomeScout in the early months, the timezone distribution surprised me. A meaningful chunk of users wer…
Terminal themes optimize for syntax highlighting; that's the wrong target
Spend a few hours in Claude Code and count what you actually read: tool output, reasoning traces, permission prompts, explanations. Maybe 20% is code.…
I Thought a Username Didn’t Matter… Until I Saw How Much People Care About It
The Problem Sounded Silly at First It’s just a username. Right? That’s what I thought. Then I started noticing something weird. People spend: 10 minut…