Interactivity

Design debt is now as dangerous as technical debt

If you want to put AI adoption at risk, ignore the design debt at your own peril.It doesn’t announce itself, but sits there, quietly, underneath every product decision you make, until one day the cost of moving forward is so high that you have to look down.This is a very accurate (and literal) way of describing what it feels like to accumulate design debt. If you had shivers just from reading it, you’ve been there. Frankly, we’ve all been there at some point, despite organizations sweeping the p

Making vs. the machine

What are we willing to pay to get paid? Embracing non-commercial creativity.I used to dream of having a job where I could be creative. I wanted to be paid to do the thing I loved. I had read about starving artists and struggling creatives, and I was happy and proud when I found a job in the creative field right out of college. After graduating, I became a graphic designer in the marketing field and from there, I worked my way up the corporate ladder.For many years, I loved my job and the world o

The design engineer symptom: what a rising job title reveals

Trying to define Design Engineering today, and why the confusion around it turned out to matter.“UX Designer”, “UX/UI Builder”, “UX Engineer”, “Product Builder”, “Design Engineer”… As job titles multiply, so does the confusion about what’s actually expected. — Made with GeminiHave you ever read a job title and felt like it was made for you, only to lose your smile reading the actual responsibilities? As a designer with a frontend development background, it happened to me more than once. I love U

When AI experiences fail, who is held accountable?

AI-designed experiences are failing real people. The designer, the PM, the vendor, and the company are all pointing somewhere else.Photo by Austin Distel on UnsplashA man’s father died. He asked a chatbot what to do next.Jake Moffatt’s father had just passed away. He needed to book a last-minute flight. He went to Air Canada’s website, found the chatbot, and asked about bereavement fares. The bot gave him instructions. He followed them. He booked his tickets.The information was wrong.When Moffat

Launch HN: Onyx (YC W24) – Open-source chat UI

Hey HN, Chris and Yuhong here from Onyx (https://github.com/onyx-dot-app/onyx). We’re building an open-source chat that works with any LLM (proprietary + open weight) and gives these LLMs the tools they need to be useful (RAG, web search, MCP, deep research, memory, etc.).Demo: https://youtu.be/2g4BxTZ9ztgTwo years ago, Yuhong and I had the same recurring problem. We were on growing teams and it was ridiculously difficult to find the right information across ou

Launch HN: Omnara (YC S25) – Run Claude Code and Codex from anywhere

Hey y’all, Kartik, Ishaan, and Christian from Omnara (https://www.omnara.com/) here. We’re building a web and mobile agentic IDE for Claude Code and Codex that lets you run and interact with coding agents from anywhere. Omnara lets you run Claude Code and Codex sessions on your own machine, and exposes those sessions through a web and mobile interface so you can stay involved even when you’re away from your desk. Think of it like Claude Code Desktop or Conductor, except you can co

Instagram Video Downloader: How SSSInstagram Helps Save Videos Easily

What Makes SSSInstagram Different?SSSInstagram is an online service designed specifically for downloading Instagram videos without any technical knowledge. Unlike many apps that require installation or registration, SSSInstagram works directly in your browser and is completely free.The tool supports all major Instagram content types and works equally well on desktop and mobile devices.What Can You Download with SSSInstagram?SSSInstagram allows users to download:- Instagram videos- Reels- Stories

Show HN: Zen Moment – A Developer-Friendly Breathing and Meditation Platform

Backstory: As a developer who spent years in front of screens dealing with stress and focus issues, I found most meditation apps either too childish or too commercial. I wanted to create a minimalist, developer-oriented tool that treats meditation as a productivity and mental health necessity rather than a trendy accessory. After optimizing the neumorphic design, SEO performance, and curating a library of natural soundscapes, I'm excited to share this with the HN community. What ma

The Limits of Today's AI Systems

Recently, I’ve increasingly come to believe that intelligence is no longer AI’s bottleneck. The systems we build around it are. Input Paradox (1) The first issue is the input paradox. When interacting with AI, if the prompt is highly detailed, the model tends to overfit to the user’s framing and assumptions. If it is too concise, the model lacks the context needed to generate something truly useful. This creates a paradox: to preserve the model’s independent reasoning, you should say less — but

Show HN: AI assistant that reads Intervals.icu data and adjusts workouts

Hi HN,I’m a self-coached endurance athlete and long-time user of Intervals.icu. Over the years I’ve gotten comfortable interpreting my own training data (CTL/ATL trends, HRV, fatigue, etc.), but I kept running into a practical problem:The training plan makes sense when you write it, but real life rarely cooperates.Bad sleep, work travel, missed workouts, or suddenly having only 45 minutes instead of two hours. In those moments the question becomes: does the planned workout still make sense

The paradox of precision

Why perfect design is failing businesses.Continue reading on UX Collective »

Testing Font Scaling For Accessibility With Figma Variables

Building a true culture of digital accessibility in a company is a mission of resilience and perseverance. It’s not difficult for the discourse on accessibility to fall into the usual clichés. Accessibility is very important for people. The accessibility of digital products and services promotes inclusion. Or even, all professionals on the teams should be involved in accessibility work. Of course. No one in their right mind will dispute any of these statements (I hope).However, the second part o

How behavioral science can help persuade our team to do one more user test

Designers are struggling to slow teams down for research. Here’s what helps.Continue reading on UX Collective »

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: 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

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

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