Interactivity

Who can actually afford AI tools now?

They keep arriving with open arms and leaving with your wallet. That’s not an accident. It’s a playbook.You notice it only in retrospect, and with increasing frequency. A tool you’d started to take for granted, something you’d quietly woven into your process, turns out to have been in a probationary period all along. It seems the welcome invitation had an expiry date.A pricing update arrives. The feature you’d come to depend on is still there, technically, but now it’s rationed, gated, or sittin

Show HN: AI SDLC Scaffold, repo template for AI-assisted software development

I built an open-source repo template that brings structure to AI-assisted software development, starting from the pre-coding phases: objectives, user stories, requirements, architecture decisions.It's designed around Claude Code but the ideas are tool-agnostic. I've been a computer science researcher and full-stack software engineer for 25 years, working mainly in startups. I've been using this approach on my personal projects for a while, then, when I decided to package it up as

Show HN: Subatix – your local-first consulting team in an AI-workspace

Hello HN!We, a team of 2, built Subatix after one of us spent almost 6 years in big consulting and at certain point came to a thought like «90% of what consulting is usually data-analysis related, why not make smth so any business get same level of insights without externals and 6-figure+ checks and fast?!». Based the experience during every project everyone wants - fast answers from their data, but real ops/business data is messy, sensitive, and hard to outsource to generic AI tools due to

The intelligence revolution won’t be televised — it will be automated over a longer arc

The intelligence revolution won’t be televised — it will be automated over a longer arcIf you want to understand where AI is taking us, stop staring at the future. Look back about 150 years.Highland Park — the birth of the modern assembly line at Ford Motor Company.The Industrial Revolution didn’t just change what people made — it fundamentally changed how work was organized, who did it, and what society owed the people doing it.We’re standing at a similar inflection point right now, which is a

Raising the machine

Claude, Anthropic, and why the AI you choose matters more than you think.This is the first piece in a series I am writing about AI: how it actually works, who builds it, and what it is doing to the way we think and work. If that interests you, subscribe.I work in tech education. And I hear the same sentence on repeat: “Tools are just tools. They evolve. They’re interchangeable.” I agree. And I don’t.The craft is ours, and the thinking is ours. Whatever magic lives in the human part of work, hope

The Death of the Front Door: Why the “Home Page” is a Legacy Pattern

The home page is no longer the front door of your brand—it’s a legacy pattern that users are actively bypassing in favor of AI-snippets and deep-linked "atomic" content.

AR glasses are here, but what about accessibility?

Can multi-sensory experience take it one step further?Image created by AI tool ElevenLabsBig companies like XREAL and Meta have released their new AR glasses over the past few months. Unlike bulky VR headsets, they are much lighter and more comfortable, which means users can keep them on longer. I’ve tried some of them myself, and honestly, they’re still a bit heavy (mine keep sliding down my oily nose.) But given how fast the technology is developing, they’ll probably shrink soon and become muc

Sorry, designers, we don’t decide the future of design

From making things to deciding things — how AI is forcing a renegotiation of what being a designer actually means.Photo by Meritt Thomas on UnsplashThere is a persistent belief within the design profession that designers shape the trajectory of their own field. That we are collectively the authors of our own discipline.The truth is, designers do not determine where the field goes. They never have. And the current wave of AI adoption is making that belief difficult to ignore any longer. The only

Pixels of the Week – March 22, 2026

This edition focuses on accessibility in video games and motion sickness, durable design patterns for AI products and UX research insights on practical significance. Also: amazing apothecary-style products, fantasy art and dinosaur light painting.

Why Create a Design System

Design systems are often positioned as the solution to inconsistent interfaces, slow development, and fragmented user experiences.

Recycling is Not Enough. Let's Design for Reuse

“We live in the age of technology and luxury, but we also live in the age of waste,” Don Norman explains. In this video, the grandfather of User Experience Design, Don Norman unpacks the world of waste we have collectively generated. He examines aspects of our daily lives that we take for granted and sheds light on the consequences of modern life. You’ll learn that we can and should make a difference when we design products. It’s not good enough that we design for recycling. We have to design in

Use Circular Design To Reverse Harm

Nature is circular. Nothing ever goes to waste. The banana peel we discard degrades into nutritious compost for plants. Even the remains of deceased animals and humans disintegrate into the soil. Human engineering and design, on the other hand, are linear processes. And that has put us on a one-way highway to a global wasteland. How can we move from linear economies to a more natural, circular one? Grand old man of UX design, Don Norman answers in this video.[[video:1433]]Circular DesignThe circ

Tree Testing: A Complete Guide

Tree Testing reveals where users lose their way in your navigation. It’s a focused approach to evaluate a site's navigational structure. But it’s more useful in certain scenarios—so, you need to understand where you’ll benefit from tree testing the most. Learn about the pros and cons of testing tools so you can make informed decisions about their application.Did you know that unclear navigation is one of the things that can drive customers away? Forbes revealed that vague website labels lead to

Playing dumb: how AI is beating scammers at their own game

Fraudsters prey on human psychology. The most effective AI defences win by weaponising theirs.There is a phone ringing somewhere in a call centre. A scammer picks up, settles into their script, and begins working through the familiar choreography of a con. Urgency, authority, manufactured trust. They have done this hundreds of times. They know how it goes.Except this time, the person on the other end is an elderly woman named Daisy, chatty and warmly scatterbrained, and deeply interested in tell

Google says “Vibe Design” is here, but it didn’t pass my vibe check

Wall Street thinks “Stitch” is a job killer, but designers aren’t going anywhere.Continue reading on UX Collective »

Dropdowns Inside Scrollable Containers: Why They Break And How To Fix Them Properly

The scenario is almost always the same, which is a data table inside a scrollable container. Every row has an action menu, a small dropdown with some options, like Edit, Duplicate, and Delete. You build it, it seems to work perfectly in isolation, and then someone puts it inside that scrollable div and things fall apart. I’ve seen this exact bug in three different codebases: the container, the stack, and the framework, all different. The bug, though, is totally identical.The dropdown gets clippe

You can’t design what you won’t maintain

A marvel of design is about to collapse into the ocean, and we can’t do anything about it.Continue reading on UX Collective »

Designers, your next user won’t be human

And they don’t care about your pixel-perfect mockups.Continue reading on UX Collective »

Ask HN: Anyone doing production image editing with image models? How?

Hey HN — I’m building an app where users upload “real life” clothing photos (ex. a wrinkly shirt folded on the floor). The goal is to transform that single photo into a clean, ecommerce-style image of the garment.One key UX requirement: the output needs to be a PNG with transparency (alpha) so we can consistently crop/composite the garment into an on-rails UI (cards, outfit layouts, etc.). Think “subject cutout that drops cleanly into templates.”My current pipeline looks like: 1. User-uploa

Show HN: UseWhisper.dev – AI Code Reviewer (please test and roast it)

Hey HN!I built UseWhisper.dev — an AI code reviewer that analyzes your code diffs, PRs, or snippets and returns review feedback instantly. It runs in the browser with no signup required, and is meant to give developers quick second opinions on logic, style, security, and best practices.https://usewhisper.devWhat it does:Paste a diff, GitHub PR link, or code snippetGet line-by-line intelligent feedbackSuggestions on readability, errors, anti-patternsNo login, minimal UI, fast responsesW