DEV'S DAILY DIGEST

Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions

Data visualisation sits at the intersection of two disciplines that rarely talk to each other: data and design. Meriem Benhabiles explores what changes when you bring structured UX...

The function — the role of software in society

A story of inputs, outputs, and the tools between.Continue reading on UX Collective »

What luxury bags can teach designers about how to adapt to a changing deal

Design isn’t becoming lame. Your screens don’t vouch for you anymore.Continue reading on UX Collective »

From Mixtral to Kimi K3: How Mixture-of-Experts Models Evolved

In this article, we'll discuss how Mixture-of-Experts models grew from a handful of experts to nearly 900 per layer, and the compression and stability...

Why Your Website Should Never Stop Changing

Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous websites, continuously optimized...

No log off, How to become an AI Designer, vibe coded portfolios

How to Test Flutter Apps: Unit, Widget, Golden, and Integration Tests Explained

The first time I was asked "what's your test coverage?" in a technical interview, I didn't have a good answer. I had shipped a couple of real Flutter apps by...

I Added a CDN Cache to My Site and It Got Slower. Here's the Math I Should Have Done First.

Last week I put a CDN cache in front of a static site, expecting it to get faster. But instead, it got measurably slower. Not subtly: an independent crawler...

How to Get Reliable Structured Data Out of an LLM

Most tutorials about calling a language model end at JSON.parse(response.content). That line works on your first ten test cases. Then you ship, and somewhere...

Build AI Agents, APIs, and Full-Stack Apps with Meta Muse Code & Muse Spark

As AI developer tooling expands, vertically integrated ecosystems offer powerful alternatives for building software. In this comprehensive three-hour course...

Stop Building AI Slop: Build High-End Web Apps with AI

Many developers use AI coding tools to generate generic, cookie-cutter interfaces that feel uninspired and incomplete. In our latest full course on the...

The Paper That Created Modern AI: The Story Behind the Transformer

Every time you interact with a modern AI model you are relying on an architecture born from a single 2017 research paper titled "Attention Is All You Need."...

How to Tell If Your Search Console Impressions Came From a Human or a Machine

Your Search Console report says a page earned 3,068 impressions on the first page of Google over 90 days. But it earned zero clicks in that same time period....

Build a Market Time Machine: Replay Trading Sessions with Python and WebSockets

Historical market data usually arrives as a completed dataset. That's convenient for analysis, but very different from the way trading software experiences a...

How to Build a Flashcard Study App with Next.js and MongoDB

If you've ever crammed for an exam the night before, you know how hard it is to remember everything. Flashcards are one of the most effective study tools...

What Blade Runner got wrong about AI (so far)

AI has a hospitality problem money can’t fix

What Blade Runner got right about AI

Researcher-in-the-loop