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Smashing MagazineDev & Frontend

Designing With Uncertainty: How AI Supercharges Probabilistic Thinking

In a world where AI is informing more design choices, it’s easy to mistake predictions for certainties. This article introduces Probabilistic Design, a mindset that allows UX and product teams to accept uncertainty, decipher AI outputs with nuance, and make smart, adaptive decisions.

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Designing With Uncertainty: How AI Supercharges Probabilistic Thinking
Smashing MagazineDev & Frontend

The Impact Of Humanoid Robots On Humanity

We have officially moved past the era of humanoid robots as mere public relations stunts. As they become increasingly lifelike, society may soon face profound social, psychological, and ethical challenges. What happens when the boundary between humans and machines becomes almost impossible to distinguish?

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The Impact Of Humanoid Robots On Humanity
The Pragmatic EngineerDev & Frontend

The Pulse: a trend of trying to cut back on AI spend within eng departments?

Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover Big Tech and startups through the lens of senior engineers and engineering leaders. Today, we cover one out of four topics from The Pulse issue from two weeks ago. Full subscribers

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The Pragmatic EngineerDev & Frontend

The Pulse: Antigravity 2.0 takes ‘IDE’ out of its new IDE

Feedback about the redesigned IDE is overwhelmingly negative due to bugs, poor UX & model support, and eating through Gemini token quotas. Also: a clue that Antigravity’s own devs use other tools for their work?

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The Pulse: Antigravity 2.0 takes ‘IDE’ out of its new IDE
Smashing MagazineDev & Frontend

The Benefits Of Cognitive Inclusion In UX Research

Findings from an exploratory user research study highlighting the unique insights and practical UX recommendations shared by participants with cognitive disabilities.

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The Benefits Of Cognitive Inclusion In UX Research
The Pragmatic EngineerDev & Frontend

State of the software engineering job market in 2026, part 2

Deepdive into the tech jobs market with exclusive data revealing AI labs are more attractive than Big Tech, native mobile & frontend roles are declining, management’s “great flattening”, and more

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State of the software engineering job market in 2026, part 2
Chrome Dev BlogDev & Frontend

Join the WebMCP origin trial

Build structured tools for your website, so agents can complete tasks accurately.

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The Pragmatic EngineerDev & Frontend

Kubernetes and retiring at the top with Kelsey Hightower

Kelsey Hightower reflects on his journey from self-taught technician to Google Distinguished Engineer, sharing lessons on open source, Kubernetes, AI, and building technology that serves people.

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Kubernetes and retiring at the top with Kelsey Hightower
Smashing MagazineDev & Frontend

How To Make Your Design System AI-Ready

Practical guide on how to reduce drifts, minimize mistakes, maintain context, and improve the quality of AI-generated prototypes. Brought to you by Design Patterns For AI Interfaces , **friendly video course on UX** and design patterns by Vitaly.

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How To Make Your Design System AI-Ready
Chrome Dev BlogDev & Frontend

Chrome 150 beta

Get a preview of the next Chrome release with this post detailing the features in the current beta.

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The Pragmatic EngineerDev & Frontend

Ideas: slow down to speed up when working with AI agents

Devs are generating twice as much code (or more) than just 6 months ago, which is a problem for quality, reliability, and tech debt. A rational fix is available for these, but who’s acting rationally?

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Ideas: slow down to speed up when working with AI agents
Chrome Dev BlogDev & Frontend

What's new in DevTools (Chrome 149)

DevTools for agents is stable, AI assistance gets major upgrade with Lighthouse and widgets, new WebMCP debugging tools.

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Chrome Dev BlogDev & Frontend

New in Chrome 149

CSS gap decorations, disconnecting WebSockets for bfcache, and Intl.Locale variants.

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Smashing MagazineDev & Frontend

June Is For Exploring (2026 Wallpapers Edition)

Let’s kick off June — and the beginning of summer — with some fresh inspiration! Artists and designers from across the globe once again tickled their creativity to welcome the new month with a new collection of desktop wallpapers. Enjoy!

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June Is For Exploring (2026 Wallpapers Edition)
The Pragmatic EngineerDev & Frontend

Building OpenCode with Dax Raad

Dax Raad, co-founder of OpenCode, joins the show to discuss their explosive growth, the limits of AI coding tools, and why engineering judgment still matters.

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Building OpenCode with Dax Raad
Smashing MagazineDev & Frontend

Your Prototype Is Not Being Honest With Your Users (And Here’s How To Fix It)

There’s a moment in almost every usability session where a participant pauses at the login screen, types something, and glances up: checking whether they’re “doing it right.” That pause is a clear sign. They’ve already clocked that this isn’t a real app, and every data point collected after that moment is filtered through that awareness.

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Your Prototype Is Not Being Honest With Your Users (And Here’s How To Fix It)
The Pragmatic EngineerDev & Frontend

The Pulse: Forward deployed engineering heats up again

Massive demand for the role at Google, OpenAI, and Anthropic. The latest version of the FDE role looks like the consultant / solution architect role done by many early-junior engineers.

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The Pulse: Forward deployed engineering heats up again
Smashing MagazineDev & Frontend

Four Levels Of Customer Understanding

What people say, feel, think, and do are often very different things. To understand the underlying reasons for user behavior, it helps to look beyond the surface and explore hidden motivations, root causes, and the different layers of reality that shape how people act. Brought to you by Measuring UX Impact , **friendly video course on UX** and design patterns by Vitaly.

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Four Levels Of Customer Understanding
The Pragmatic EngineerDev & Frontend

Why Rust is different, with Alice Ryhl

Alice Ryhl from Google’s Android Rust team explains why developers love Rust, and what makes the language so powerful for building reliable software.

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Why Rust is different, with Alice Ryhl
The Pragmatic EngineerDev & Frontend

Google Cloud deletes Australian trading fund’s infra

A $124B fund in Australia would have lost all data stored with Google Cloud, had they not relied on a third-party backup. A rare blunder from GCP, where regional replication did not stop the deletion – and a just as rare statement from Google Cloud’s CEO taking the blame.

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Smashing MagazineDev & Frontend

Ten Data-Backed Truths Of User Experience ROI

Every extra second of friction has a measurable business cost. Carrie Webster shares ten data-backed UX facts that link user experience directly to revenue, retention, and long-term growth.

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Ten Data-Backed Truths Of User Experience ROI
The Pragmatic EngineerDev & Frontend

The Pulse: Did capacity shortages turn Anthropic hostile to devs?

For the past few weeks, Anthropic has continually upset devs with its “dumber” model, and by removing Claude Code access from some paid accounts. After securing lots of compute from SpaceX, could the reason have been to conceal capacity issues?

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The Pulse: Did capacity shortages turn Anthropic hostile to devs?
Smashing MagazineDev & Frontend

Practical Interface Patterns For AI Transparency (Part 2)

Why traditional loading patterns like spinners fail in agentic AI experiences, and how interface patterns that reveal the system’s process, status, and decision-making can improve transparency and build user trust.

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Practical Interface Patterns For AI Transparency (Part 2)
The Pragmatic EngineerDev & Frontend

Revisiting “No Silver Bullets” in the age of AI

Does the noted “No Silver Bullets” paper by the author of a classic engineering book still hold up, 40 years later? Is AI the long-sought single silver bullet – or has one been around for years?

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Revisiting “No Silver Bullets” in the age of AI
The Pragmatic EngineerDev & Frontend

TechPays has been acquired by Levels.fyi

tl;dr: TechPays is joining Levels.fyi : so the leading tech salary site in Europe gets the love and care it deserves. Thanks to Zsombor for building this project with me for so many years. Pay transparency has always been an issue in tech, especially in Europe. For a while,

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TechPays has been acquired by Levels.fyi