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The Pragmatic EngineerDev & Frontend

Inside OpenAI’s agentic software factory

A deepdive into how Codex has “taken over” OpenAI, how the frontier lab builds its agentic software factory, and the engineering challenges of one billion users. Details from inside OpenAI

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Inside OpenAI’s agentic software factory
The Pragmatic EngineerDev & Frontend

The Pulse #191: a new trend of CPU shortages

For compute-intensive services: it’s worth reserving more compute now. Also: growth dreams end for more COVID-era unicorns, engineers losing touch with systems when AI handles incidents, and more

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The Pulse #191: a new trend of CPU shortages
The Pragmatic EngineerDev & Frontend

Building Codex with Tibo Sottiaux

OpenAI’s Tibo Sottiaux shares how Codex was built and how it’s reshaping software development.

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Building Codex with Tibo Sottiaux
Smashing MagazineDev & Frontend

The Death Of The Button: Why The Best Interface Is No Interface

TThe web is evolving beyond menus, forms, and endless clicks toward experiences shaped around human intent. For UX designers, understanding this shift means re-evaluating their role, moving from designing visible interfaces to guiding transparent, intent-driven AI experiences.

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The Death Of The Button: Why The Best Interface Is No Interface
The Pragmatic EngineerDev & Frontend

What is happening with code reviews?

AI generates more code than devs can track in 2026, so will the code review process have to adapt – or is it doomed? A look into this decades-old practice and the approaches that could replace it

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What is happening with code reviews?
The Pragmatic EngineerDev & Frontend

The Pulse: tech companies move to open AI models

Cost-saving efforts reveal that moving simpler workloads to open AI models is the easiest way to save ~50% on AI bills. Also: automated software maintenance experience, and more

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The Pulse: tech companies move to open AI models
The Pragmatic EngineerDev & Frontend

The Pulse: Meta wanted to reduce teams by 60% because of AI

We find out why Meta destroyed its standout engineering culture: it feared AI-native startups doing more with less. Also: thoughts on Ramp’s AI infra, GitHub’s load doubles in four months, and more

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The Pulse: Meta wanted to reduce teams by 60% because of AI
The Pragmatic EngineerDev & Frontend

Why Ramp built its own in-house coding agent, Inspect

A fintech company rejected the easy route and homebrewed its own coding agent – and is now a step ahead of coding agents from frontier AI labs. An in-depth look

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Why Ramp built its own in-house coding agent, Inspect
Smashing MagazineDev & Frontend

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 by agents after launch, aim to change that. Pierre Burgy shares what they learned building for full website autonomy and the deeper design problem they uncovered along the way.

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Why Your Website Should Never Stop Changing
The Pragmatic EngineerDev & Frontend

The Pulse: We need to talk about migrations with AI

Asana completed a testing framework migration in two weeks, that they would have delayed for years more, and they’re not alone. Also: AI startups could make Gartner much less relevant, and more

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The Pulse: We need to talk about migrations with AI
The Pragmatic EngineerDev & Frontend

From Chrome DevTools to AI Engineering, with Addy Osmani

Addy Osmani shares lessons from 14 years at Google and how AI agents are reshaping software engineering, developer workflows, and the skills engineers need to succeed.

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From Chrome DevTools to AI Engineering, with Addy Osmani
The Pragmatic EngineerDev & Frontend

Headed for the Exit: the Great Engineering Leader Career Break

Trend: more CTOs, VPEs, and Heads of Engineering are walking away from their high-status, in-demand positions. There are many reasons, mostly related to AI, and to "founder mode"

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Headed for the Exit: the Great Engineering Leader Career Break
The Pragmatic EngineerDev & Frontend

The Pulse: Meta’s self-inflicted resignation-wave

The social media giant is offering $1M+ retainer equity grants to staff who are leaving: and even this is not effective. Also: is Grok Bot the “OpenClaw moment” for managed AI agents?

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The Pulse: Meta’s self-inflicted resignation-wave
Smashing MagazineDev & Frontend

New EU Guidelines For AI Labelling

New EU guidelines, why AI sparkles aren’t enough, when AI labels are required, and what the rules mean for AI-powered features and products. Brought to you by Design Patterns For AI Interfaces , **friendly video courses on UX** and design patterns by Vitaly.

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New EU Guidelines For AI Labelling
The Pragmatic EngineerDev & Frontend

Software engineering at a proprietary trading company: Optiver

A shift from a focus on latency to building better AI models, owning the full stack from applications to building custom hardware, very different incentives to most tech companies in play, and more

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Software engineering at a proprietary trading company: Optiver
Next.js BlogDev & Frontend

Making Navigations Instant in v0

The case study behind Instant Navigations in Next.js 16.3, and how we made v0's navigations instant using tests and a coding agent.

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Next.js BlogDev & Frontend

Next.js 16.3

Next.js 16.3 introduces Instant Navigations, a suite of tools for single-page-app responsiveness, plus a faster dev server, faster builds, and improved tooling for AI agents.

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The Pragmatic EngineerDev & Frontend

Formal methods with Hillel Wayne

Hillel Wayne explains why formal methods like TLA+ matter, how they help build reliable software, and whether AI will finally bring formal verification into the mainstream.

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Formal methods with Hillel Wayne
Smashing MagazineDev & Frontend

The Bull And Bear Case For Digital Design In The Age Of AI

As AI reshapes product design, it could give designers greater autonomy or expose the gaps that autonomy makes harder to hide. Exploring both the bull and bear cases, Andy Budd examines what happens when designers need less permission to act.

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The Bull And Bear Case For Digital Design In The Age Of AI
The Pragmatic EngineerDev & Frontend

How building software is changing at Anthropic

A deepdive on what’s changed in how the leading AI lab makes software. Ever more code review and testing is done by AI, two-pizza teams very much alive, and more. Details from inside of Anthropic

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How building software is changing at Anthropic
Smashing MagazineDev & Frontend

Thinking Outside The Box: Digital Design In The AI Era

Many of the AI tools we interact with take the form of text boxes. But what if there was a different way to interact with AI? Oleksii Hrzhehorzhevskyi explores a different approach to creating a new AI assistant and how designers can navigate the field as AI continues to change it.

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Thinking Outside The Box: Digital Design In The AI Era
The Pragmatic EngineerDev & Frontend

Context engineering with Dex Horthy

Dex Horthy explains why context engineering is key to building more effective AI-assisted software without sacrificing code quality.

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Context engineering with Dex Horthy
Smashing MagazineDev & Frontend

No, People Don’t Want More AI In Their Life

Many companies assume everyone craves new AI features. But the reality is that most people don't want more AI — at least not in the way most AI leaders envision it. Brought to you by Design Patterns For AI Interfaces , **friendly video courses on UX** and design patterns by Vitaly.

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No, People Don’t Want More AI In Their Life
The Pragmatic EngineerDev & Frontend

What is “loop engineering?”

There’s talk about loop engineering, but what is it exactly? I looked into it, and found triggers, cron jobs, AI slop & more. Is it a “here today, gone tomorrow” trend?

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What is “loop engineering?”
The Pragmatic EngineerDev & Frontend

The Pragmatic Engineer AMA

In this AMA episode, Gergely Orosz answers listener questions on AI, engineering, hiring, and careers.

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The Pragmatic Engineer AMA
Smashing MagazineDev & Frontend

Users Don’t Need More Tools: They Need Seamless Integrations

A closer look at why users don’t need more tools in their daily lives. What they need are seamless integrations of useful features to match already existing, established mental models. Brought to you by Design Patterns For AI Interfaces , **friendly video course on UX** and design patterns by Vitaly.

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Users Don’t Need More Tools: They Need Seamless Integrations
Smashing MagazineDev & Frontend

Matching AI Modality To User Intent: Designing The Right Interface

We’ve fallen into conversational tunnel vision, defaulting every AI capability into a chat-based interface simply because LLMs are trained on dialogue data. But great UX is about matching modality to users’ context, intent, and cognitive load, so the interface adapts to the user, not the other way around.

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Matching AI Modality To User Intent: Designing The Right Interface
The Pragmatic EngineerDev & Frontend

Impressions from visiting OpenAI, Anthropic, & Cursor

A peek into where software engineering is headed from inside the sector’s leading AI labs. Agents running in the cloud are a major trend, while coding harnesses are spreading beyond the craft

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Impressions from visiting OpenAI, Anthropic, & Cursor
Next.js BlogDev & Frontend

Next.js 16.3: AI Improvements

Actionable errors with paste-ready fix prompts, first-party Skills for the dev loop and Cache Components, and tooling that keeps coding agents in sync with your project.

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The Pragmatic EngineerDev & Frontend

Tech interviews with NeetCode

NeetCode shares his journey from Amazon and Google to building a startup, and why deep expertise still matters in the age of AI.

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Tech interviews with NeetCode
The Pragmatic EngineerDev & Frontend

CI/CD with Robert Erez

Robert Erez of Octopus Deploy joins me to discuss Kubernetes, GitOps, progressive delivery, AI in CI/CD, and the evolving practices behind modern software delivery.

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CI/CD with Robert Erez