Interactivity

Usability, accessibility, and the human-AI paradigm

The divergence between usability and accessibility in the age of AI and vibe codingUsability and AccessibilityToday, during what began as a routine discussion on accessibility with my Project Manager, the conversation took an unexpected turn. She suddenly looped in a senior member of the development leadership to “help move things forward.”In the middle of the exchange, the development leader looked at me and said, with surprising casualness:“Zeeshan, why are you treating Accessibility as someth

Thoughtful AI Implementation for UXR Leaders

Thoughtful AI implementation for UXR leadersSetting a vision will guide you and team to the right tools, in the right context.Source: Aurora-Alley on DeviantArtI’m an AI skeptic.That feels like a room-clearing and potentially career-limiting statement these days. I’ve been met with more than one uncomfortable silence from my colleagues.I call myself an AI skeptic because I’m not bought into the idea that adding AI automatically means improvements and increased efficiency. I’m not alone; a 2025 P

A GenAI perplexed by color theory

Using Perplexity to build an accessible perceptual uniform triad.Continue reading on UX Collective »

7 Best Design Tools & Resources for Faster Web Builds in 2026

Discover the top design tools and resources for 2026. Build faster with AI-powered workflows, flexible WordPress themes, and high-performance solutions for modern web design.

A Fresh View In May (2026 Wallpapers Edition)

May has a way of sneaking in with longer days, softer light, and that first real hint of summer in the air. It’s the season of fresh ideas and just enough energy to start something new, or finally pick up something you’ve been putting off. And sometimes, all it takes to spark that little bit of inspiration is a fresh view… even if it’s just on your desktop.That’s where our monthly wallpapers series comes in. For the past 15 years, artists and designers from around the world have been contributin

Defining AI fluency in user research roles

I’ll be joining Outset on May 5th at 6pm GMT for a webinar on a problem I think more teams need to take seriously, that poorly planned research doesn’t just give you bad data, it gives you confidence in bad data. We’ll talk about where bad inputs enter a study, how to catch them before they compound, and how to build better foundations for research that tells you the truth and gives you quality. We’ll be reframing GIGO (garbage in, garbage out) to QIQO (quality in, qualit

Designing Stable Interfaces For Streaming Content

More interfaces now render while the response is still being generated. The UI begins in one state, then updates as more data comes in. You see this in chat apps, logs, transcription tools, and other real-time systems.The tricky part is that the interface is not in a fixed state; it keeps changing as new content comes in. It grows where lines become longer and new blocks appear. Something that was just below the screen can suddenly move, and the user’s scroll position becomes harder to manage. P

Exploring new ways to animate with Lottie Creator by LottieFiles

Quick exploration of motion and micro-interactions. I'm currently seeing how far I can push Lottie Creator for my design workflow.

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

Show HN: Intentify – Point at your UI, describe a change, get a PR

Intentify is now generally available.It turns UI change requests directly from your app into structured tickets and pull requests.How it works: 1. Point and describe – Click on any element in your app and describe the change in plain language. 2. Review the proposal – Intentify generates a preview by updating the page. You review and approve 3. Create a PR – A pull request is opened for engineers to review and merge.Engineers stay in control. Nothing auto-ships.Intentify adapts to your code patt

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: 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: I built a Chrome extension to let my OpenClaw Bot remote in

Sharing a build-in-public update.I’ve been working with my assistant “Gideon” (running inside OpenClaw) to solve a very specific problem:I want the agent to control my real browser (logged-in sites, my normal cookies, my actual tabs) - not a sandboxed headless browser - while still keeping the control surface simple and auditable. This means my OpenClaw won't break the moment a site gets "clever".So... We built it! I say we but it was mostly Gideon and I was along for the ride as

Show HN: VantageKit – a lightweight data room with staging, analytics, & AI Q&A

Hi HN,I’m the solo developer behind VantageKit. I was a PM for a long time and recently decided to get back into coding. I’ve been building this part-time for just under two months (first commit was Dec 26). I was able to move this fast largely by leaning heavily on Claude Code to accelerate my workflow, and I wanted to share the result here to get your feedback.THE PROBLEM: - Sharing pitch decks, proposals, or due diligence docs is full of friction. You either send PDF attachments (and fly blin

Show HN: utils.live – Developer utilities that run entirely in your browser

I kept opening different websites for simple dev tasks — formatting JSON, encoding Base64, testing regex patterns. Each one had ads, signup walls, or sent my data to a server. I wanted a single place where everything runs client-side with nothing leaving my browser.Each tool is a stateless pure function defined with Zod schemas. The schemas validate input at runtime and also generate the UI automatically — editor language, form fields, and output format are all inferred from the schema shape. To

10 UI patterns that won’t survive the AI shift

A practical guide with real product examples of what’s replacing them.One of the bigger challenges for product and design teams right now is a type of UX debt nobody is tracking — patterns that still function but no longer justify their existence.We’ve spent years perfecting dashboards, data entry forms, search flows, filter sidebars, setup wizards, notification feeds, FAQ pages, onboarding tours. All built on the same assumption: the human is the one doing the work.Every one of those screens ex

What is AI really costing the planet?

The interactions feel frictionless. But behind every prompt sits a vast, energy-hungry machine with a growing environmental bill nobody wants to pay.Many people tend to think of AI as invisible. You type a prompt, something smart appears, and that’s that. No smoke, no exhaust fumes, no obvious trace of the exchange. But somewhere, in vast warehouses running around the clock, banks of servers are doing very heavy lifting, burning through electricity at a rate that would give even the most ardent

The interface that responds

The most dangerous pronoun in design.The self with no one there — (All conceptual images were generated by AI and edited by the Author)The last screen of my day is often a conversation with a machine.I know how strange that is. The house is quiet, there is something I need to think through, and I choose to do it with software. When I take a step back and look at that moment from the outside, I do not quite know what to make of it. We have built something available at 2 a.m., incapable of judgmen

Staff designers aren’t about shipping the best work. That’s the point.

I rewrote portfolios for 7 Staff/Principal designers. Here’s what I learnedContinue reading on UX Collective »

The forgotten conversation problem in AI chat

We built a messaging-app architecture for knowledge work. The recall failure that followed is structural, not optional.**Editor’s note: I wrote this article from firsthand experience as a founder and engineer. I used Claude Code as a writing assistant for structural feedback and copy editing. All insights, data, decisions, and stories are my own.**Disclosure: I co-found browser extensions that add memory and recall tooling to major AI chat products. I have a commercial interest in the recall pro