Presentations tagged AI
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A pragmatic guide to LLM evals for devs
One word that keeps cropping up when I talk with software engineers who build large language model (LLM)-based solutions is…
Read MoreArchitecture, Specification, Execution: A Paradigm for AI-Accelerated Development
Source: Architecture, Specification, Execution: A Paradigm for AI-Accelerated Development
Read MoreState of AI | OpenRouter
Categories: How Are People Using LLMs?Understanding the distribution of tasks that users perform with LLMs is central to assessing real-world…
Read MoreDesign Systems for AI: Introducing the Context Engine | by Diana Wolosin | Design Systems | Nov, 2025 | Design Systems Collective
For years, design systems have served one primary purpose: humans. They document patterns, components, decisions, and principles, all presented in…
Read MoreUnderstanding Spec-Driven-Development: Kiro, spec-kit, and Tessl
After looking over the usages of the term, and some of the tools that claim to be implementing SDD, it…
Read MoreSpec-Driven Development: The Waterfall Strikes Back
Spec-Driven Development (SDD) revives the old idea of heavy documentation before coding — an echo of the Waterfall era. While…
Read MoreIntroducing AI, the Firefox way: A look at what we’re working on and how you can help shape it
With AI becoming a more widely adopted interface to the web, the principles of transparency, accountability, and respect for user…
Read MoreThree AI customisation concepts by Anna McPhee
I’ve narrowed this down to three concepts that feel foundational – the ones I keep coming back to when I’m…
Read MoreHow AI Is Redefining Software Engineering with Annie Vella, Distinguished Engineer
“Many of us became software engineers because we found our identity in building things. Not managing things. Not overseeing things.…
Read MoreContext Engineering for Non Engineers
Source: Context Engineering for Non Engineers – Eleganthack
Read MoreWhat if you don’t need MCP at all?
I’m a simple boy, so I like simple things. Agents can run Bash and write code well. Bash and code…
Read MoreAgent Design Is Still Hard
TL;DR: Building agents is still messy. SDK abstractions break once you hit real tool use. Caching works better when you…
Read MoreFrank Chimero · Beyond the Machine
I am so tired of hearing about AI. Unfortunately, this is a talk about AI. I’m trying to figure out…
Read MoreHow AI Changes Design AMA with Shamus Scott Grubb – YouTube
A shift is happening in Design… New tools. New workflows. New capabilities. Because… → As production gets automated → Thinking…
Read MoreDesign Thinking for AI: The 5-Stage Framework Every Builder Needs
AI has changed the texture of design. We’re not designing for people alone anymore, we’re designing with/for intelligence. That changes…
Read MoreNew Rules for Enterprise UX and AI
I recently attended the Enterprise UX conference in Amersfoort. The presentations made it very clear that successful AI integration requires…
Read MoreGenerative UI and the Ephemeral Interface
Generative UI and the Ephemeral Interface This week, Google debuted their Gemini 3 AI model to great fanfare and reviews.…
Read MoreEmily Campbell – AI UX Deep Dive – YouTube
In one of the most popular episodes yet, Vitaly Friedman talked about what’s next for AI design patterns (https://www.dive.club/deep-dives/vita…) .…
Read MoreWhy Software Development Fell to AI First
I find it’s always important to examine why you made a mistake. The worst mistake I ever made was reading…
Read MoreHow I use AI (Oct 2025) – Ben Stolovitz
Source: How I use AI (Oct 2025) – Ben Stolovitz
Read MoreWhen Everyone’s a Developer, How Do We Promote the Web Platform Over React?
2025 is a strange time to start a newsletter about web technology. The past four editions of WTN have focused…
Read MoreHow I Use Every Claude Code Feature
Having stuck to Claude Code for the last few months, this post is my set of reflections on Claude Code’s…
Read MoreAgents Rule of Two: A Practical Approach to AI Agent Security
At a high level, the Agents Rule of Two states that until robustness research allows us to reliably detect and…
Read MoreWill AI Agents Kill the Web as We Know It?
The way we interact with the web today is surprisingly manual. Want to book a flight? You’ll probably head to…
Read MorePerformance Debugging With The Chrome DevTools MCP Server
A few weeks ago, Google launched the Chrome DevTools MCP server. It allows you to integrate AI models with a…
Read MoreMeasured AI | Note to Self
As a former full-time engineer, I really enjoy coding with AI tools and the tradeoffs are worthwhile for me. AI…
Read More3 practical ways LLMs can support design systems teams today
When AI and LLMs started creeping into the design systems discourse, the loudest use cases were about generating components and…
Read MoreCode like a surgeon
A lot of people say AI will make us all “managers” or “editors”…but I think this is a dangerously incomplete…
Read MoreThe Majority AI View – Anil Dash
Even though AI has been the most-talked-about topic in tech for a few years now, we’re in an unusual situation…
Read MoreWhere’s the AI design renaissance?
Source: Where’s the AI design renaissance?
Read MoreAustralia’s AI choice: Standards setter or technology taker? | Lowy Institute
AI is not born neutral. The rules that govern how it behaves are set by its authors: corporations and governments…
Read MoreVibe engineering
I feel like vibe coding is pretty well established now as covering the fast, loose and irresponsible way of building…
Read MoreAgainst the protection of stocking frames
I think it’s long past time I start discussing “artificial intelligence” (“AI”) as a failed technology. Specifically, that large language…
Read MoreGetting AI to Work in Complex Codebases
It seems pretty well-accepted that AI coding tools struggle with real production codebases. The Stanford study on AI’s impact on developer…
Read MoreProgramming Deflation
The genies are out of the bottle. Let’s take as a given that augmented coding is steadily reducing the cost,…
Read MoreThe Agentic Web: How AI Agents Are Shaping the Web’s Future
Berners-Lee created the web in 1990 and in 1994 founded its governing body, the World Wide Web Consortium (W3C). Although…
Read MoreAI Agents Will Transform the Online Economy
“The agentic Web is going to change everything,” says Wang, predicting that people will increasingly rely on agents as proxies…
Read MoreWhere AI is failing design systems, and where we are failing AI
Source: Where AI is failing design systems, and where we are failing AI – bencallahan.com
Read MoreI think “agent” may finally have a widely enough agreed upon definition to be useful jargon now
Tools in a loop to achieve a goal #An LLM agent runs tools in a loop to achieve a goal.…
Read MoreAI Wants to Kill the Frontend Developer. It Won’t Work.
Every few years, someone declares my job dead. First it was Flash. Then it was Dreamweaver. Then it was “anyone…
Read MoreMy Vision for AI and the Web
AI will not all run locally yet. Large models still need server-side power. But smaller, specialized models can run on…
Read MoreWorking with Contexts – O’Reilly
Managing Your Context Is the Key to Successful Agents As frontier model context windows continue to grow,1 with many supporting…
Read MorePrompting Is A Design Act: How To Brief, Guide And Iterate With AI — Smashing Magazine
Prompting is more than giving AI some instructions. You could think of it as a design act, part creative brief…
Read MoreAI agents and the web – A proposal to keep developers in the loop
WebMCP At its heart, WebMCP lets you list the actions (called “tools”) that an AI agent can perform on a…
Read MoreMaking Sense of AI Job Titles
Even when you live and breathe AI, the job titles can feel like a moving target. I can only imagine…
Read MoreBuilding AI Products In The Probabilistic Era
Just as physics underwent a conceptual revolution when we moved past Newton’s deterministic universe, and into a strange and counterintuitive…
Read MoreThe Double-Edged Sustainability Sword Of AI In Web Design — Smashing Magazine
AI has introduced huge efficiencies for web designers and is frequently being touted as the key to unlocking sustainable design…
Read MoreDesigning the Built-in AI Web APIs | Domenic Denicola
For the last year, I’ve been working as part of the Chrome built-in AI team on a set of APIs…
Read MoreWhat If A.I. Doesn’t Get Much Better Than This? | The New Yorker
Much of the euphoria and dread swirling around today’s artificial-intelligence technologies can be traced back to January, 2020, when a…
Read MoreAI’s Security Crisis: Why Your Assistant Might Betray You – Last Week in AWS Podcast
On this episode of Screaming in the Cloud, Corey Quinn talks with Simon Willison, founder of Datasette and creator of…
Read MoreIs AI about to expose just how mediocre most developers are?
Most code is crap, most developers are mediocre. In the age of AI-assisted coding, that’s a problem for them and…
Read MoreHow to build an AI design system
For over a decade, design systems have shaped how digital teams collaborate. They provide the scaffolding behind every scalable interface,…
Read MoreIn the Future All Food Will Be Cooked in a Microwave, and if You Can’t Deal With That Then You Need to Get Out of the Kitchen
As a restaurant owner – I’m astounded at the rate of progress since microwaves were released a few short years…
Read MoreThe Manifest Using AI responsibly in Development and Collaboration
AI seems to give us superpowers. But as with any powerful tool, we need principles to guide us. This manifesto…
Read MoreMy Lethal Trifecta talk at the Bay Area AI Security Meetup
I gave a talk on Wednesday at the Bay Area AI Security Meetup about prompt injection, the lethal trifecta and…
Read MoreThe Future Of Software Is Small
AI makes time very, very, very cheap. It’s not unreasonable to expect that within ~5 years, we’ll have consumer-grade hardware…
Read MoreNo One Knows Anything About AI
I want to present you with two narratives about AI. Both of them are about using this technology to automate…
Read MoreDevelopers, Reinvented
A vital shift is underway in software development, one that redefines how we build, but also who we are as…
Read MoreAccessibility and the agentic web – TetraLogical
So, what if there was a different way? What if I could ask a digital personal shopping assistant to help…
Read MoreFrom Clippy to Copilot: UX Design in the Age of AI Browsers
Remember Clippy? The overly enthusiastic paperclip that would interrupt your Word document to ask if you were writing a letter?…
Read MoreVibe code is legacy code | Val Town Blog
Despite widespread confusion, Andrej Karpathy coined “vibe coding” as a kind of AI-assisted coding where you “forget that the code…
Read MoreAI Has Flipped Software Development
For years, it’s been faster to create mockups and prototypes of software than to ship it to production. As a…
Read MoreAI First Puts Humans First – O’Reilly
Every company is facing this choice today. Those that use AI simply to reduce costs and replace workers will be…
Read MoreDisposable Code Is Here to Stay, but Durable Code Is What Runs the World
The software domain is splitting in two Software development is in the process of bifurcating into two very different domains:…
Read MoreWhy “Context Engineering” Matters
When the term “context engineering” arrived, after Karpathy knighted it, there was a fair amount of push back. “Another marketing…
Read MoreEnough AI copilots! We need AI HUDs
In my opinion, one of the best critiques of modern AI design comes from a 1992 talk by the researcher…
Read MoreAI Is Just the Latest Frontend Killer. Don’t Panic.
AI coding assistants are great at scaffolding UIs, rewriting code, even generating decent boilerplate for common components. But they don’t…
Read MoreA RedMonk Conversation: How Shawn (swyx) Wang Defines the AI Engineer – RedMonk
In this RedMonk conversation, Shawn (swyx) Wang discusses the evolving role of the AI Engineer with Kate Holterhoff. They chat…
Read Moreelements | AI Focus
As much as struggle with on-device processing and the quality of its output compared to server models, I am excited…
Read MoreRunno – MCP Servers are surprisingly easy. I made one that runs code in a sandbox.
Source: Runno – MCP Servers are surprisingly easy. I made one that runs code in a sandbox.
Read MoreCoding with LLMs in the summer of 2025 (an update) –
Frontier LLMs such as Gemini 2.5 PRO, with their vast understanding of many topics and their ability to grasp thousands…
Read MoreAI Needs UI. It seems like every day, someone who…
It seems like every day, someone who doesn’t know anything about design proclaims “UI is going away” thanks to advances…
Read MoreIt’s happening.
I didn’t wake up this morning hoping to write yet another thing about AI but here we go. Another proclamation…
Read MoreDelegation is the AI Metric that Matters
Plotting the Tasks Users Delegate to AI is Key for Product Planning & Monitoring Social Acceptance of AI Forget the…
Read MoreDesign Patterns For AI Interfaces — Smashing Magazine
So you need to design a new AI feature for your product. How would you start? How do you design…
Read MoreI’m Losing All Trust in the AI Industry – by Alberto Romero
I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I…
Read MoreDesign Leadership in the Age of AI: Seize the Narrative Before It’s Too Late
AI is transforming the way we work — automating production, collapsing handoffs, and enabling non-designers to ship work that once…
Read MoreCommon AI Product Issues
At this point, almost every software domain has launched or explored AI features. Despite the wide range of use cases,…
Read MoreA quote from Arvind Narayanan
Can you break up your own job into a set of well-defined tasks such that if each of them is…
Read MoreAgentic Misalignment: How LLMs could be insider threats
We stress-tested 16 leading models from multiple developers in hypothetical corporate environments to identify potentially risky agentic behaviors before they…
Read Morethe six-month recap: closing talk on AI at Web Directions, Melbourne, June 2025
Welcome back to our final session at WebDirections. We’re definitely on the glide path—though I’m not sure if we’re smoothly…
Read MoreAI Product Managers Will Be In-Demand
Many companies have an Engineer:PM ratio of, say, 6:1. (The ratio varies widely by company and industry, and anywhere from…
Read MoreA new breed of GenAI Application Engineers
There’s a new breed of GenAI Application Engineers who can build more-powerful applications faster than was possible before, thanks to…
Read MoreMy AI Skeptic Friends Are All Nuts · The Fly Blog
Some of the smartest people I know share a bone-deep belief that AI is a fad — the next iteration…
Read MoreComma v0.1 1T and 2T—7B LLMs trained on openly licensed text
Source: Comma v0.1 1T and 2T—7B LLMs trained on openly licensed text
Read MoreWill the Model Eat Your Stack? | Drew Breunig
The haunting question facing every AI product team: what can you build today that won’t be subsumed by tomorrow’s model?A…
Read MoreWhat Would “Good” AI Look Like? – Anil Dash
This isn’t a comprehensive list, but it’s possible to imagine some traits of an AI system that could credibly offer…
Read MoreMCP is the coming of Web 2.0 2.0 – Anil Dash
Over the last few months, all the nerds have gotten excited about Model Context Protocol, or MCP. It’s a spec…
Read MoreVision Language Models (Better, faster, stronger)
Vision Language Models (VLMs) are the talk of the town. In a previous blog post (from April 2024), we talked a lot about…
Read MoreAs an Experienced LLM User, I Actually Don’t Use Generative LLMs Often
Although I don’t claim to the best user of modern LLMs out there, I’ve had plenty of experience working against…
Read MorePost-Chat UI
Source: Post-Chat UI – Allen Pike
Read MoreLukeW | The Evolution of AI Products
At this point, the use of artificial intelligence and machine learning models in software has a long history. But the…
Read MorePete Koomen
When I use AI to build software I feel like I can create almost anything I can imagine very quickly.…
Read MoreYou Can’t Prompt Your Way to Intuition
We don’t talk enough about the feeling of learning something deeply – the slow, sometimes frustrating and painful process that forges real…
Read More(5278) Stop Managing AI Projects Like Traditional Software – YouTube
We’ll show you why conventional approaches to product development break down when building AI and what to do instead.
Read MoreThe Dynamic Between Domain Experts & Developers Has Shifted
I too have seen this. The first generation of AI-powered products (often called “AI Wrapper” apps, because they “just” are…
Read More‘An Overwhelmingly Negative And Demoralizing Force’: What It’s Like Working For A Company That’s Forcing AI On Its Developers – Aftermath
We’re a few years into a supposed artificial intelligence revolution, which could and should have been about reducing mundane tasks…
Read MoreDenial
Source: Adactio: Journal—Denial
Read MoreVibe Coding: Democratizing Software, One Snapshot at a Time – AI Native Dev
Is vibe coding going to create a sea of crappy software? Are software engineers doomed?Let’s look at the evolution of…
Read MoreA Model Context Protocol Server (MCP) for Microsoft Paint
Why did I do this? I have no idea, honest, but it now exists. It has been over 10 years…
Read MoreWhy Generalists Own the Future
Source: Why Generalists Own the Future
Read MoreTest Driven Vibes — Royal Icing
Source: Test Driven Vibes — Royal Icing
Read MoreThe Future Favors the Curious
Running design at Microsoft AI and having done a decent amount of hiring lately, I can tell you that the…
Read MoreHow Software Engineers Actually Use AI
We surveyed 730 coders and developers about how (and how often) they use AI chatbots on the job. The results…
Read MoreThe Software Engineering Identity Crisis
To understand this identity crisis, we need to look at how deeply the craft of coding has shaped who we…
Read MoreDeep Dive into LLMs like ChatGPT – YouTube
This is a general audience deep dive into the Large Language Model (LLM) AI technology that powers ChatGPT and related…
Read MoreAI Native Developer Tools Landscape
Your Guide to the AI Development Ecosystem Source: AI Native Developer Tools Landscape
Read MoreA Field Guide to Rapidly Improving AI Products
Source: A Field Guide to Rapidly Improving AI Products – Hamel’s Blog
Read MoreLeading Effective Engineering Teams in the Age of GenAI
Using AI in software development is not about writing more code faster; it’s about building better software. It’s up to…
Read MoreThe 4 patterns of AI Native Dev
AI is fundamentally reshaping software development roles and activities. While the change is obvious, understanding the actual shifts taking place…
Read MoreAI Blindspots
Blindspots in LLMs I’ve noticed while AI coding. Sonnet family emphasis. Maybe I will eventually suggest Cursor rules for these…
Read MoreNot all AI-assisted programming is vibe coding (but vibe coding rocks)
Vibe coding is having a moment. The term was coined by Andrej Karpathyjust a few weeks ago (on February 6th)…
Read MoreMCPs are APIs for LLMs
Released by Anthropic last November, the Model Context Protocol is described as, “a new standard for connecting AI assistants to…
Read MoreVibe-designing
Currently there’s discussion of ‘vibe coding’ – that is, using LLMs to create code by iterating with prompts, quickly producing…
Read MoreAI’s effects on programming jobs
Source: AI’s effects on programming jobs | Seldo.com
Read MoreIntroducing AX: Why Agent Experience Matters
We tend to focus on the generative aspect of large language models, the outputs they can create, the text, images…
Read MoreDeepSeek-R1 Uncensored, QwQ-32B Puts Reasoning in Smaller Model, and more…
Some people today are discouraging others from learning programming on the grounds AI will automate it. This advice will be…
Read MoreAI and Accessibility: the Good, the Bad, and the Bollocks
Depending on what you read, and who you believe, AI is either the ultimate solution or armageddon in motion, so…
Read MoreState of AI 2025
But today I want to figure out what’s really going on. How do you use AI? What tools have you…
Read MoreWhy AI Needs Information Architecture
One of the most common questions I’m asked is, “is information architecture still relevant now that we have AI?”Of course,…
Read MoreDear Student: Yes, AI is here, you’re screwed unless you take action…
It’s just facts, I’m a straight shooter. I’d rather tell it to you straight and provide actionable advice then placate…
Read MoreIntroducing Web Applets, Rupert Manfredi
Natural language UIs are touted by many to be the future of user interfaces. But right now, they still look…
Read MoreThe AI Architect — Bret Taylor
The legendary CEO of Sierra, Chairman of OpenAI, and creator of Google Maps/Facebook Likes on the future of Software Engineering,…
Read MoreIntroducing the Anthropic Economic Index \ Anthropic
In the coming years, AI systems will have a major impact on the ways people work. For that reason, we’re…
Read MoreThe End of Programming as We Know It – O’Reilly
There’s a lot of chatter in the media that software developers will soon lose their jobs to AI. I don’t…
Read MoreThe LLM Curve of Impact on Software Engineers
There is so much debate online about the usefulness of LLMs. While some people see giant leaps in productivity, others…
Read MoreA Gentle Intro to Running a Local LLM
But there is an overarching story across the field: LLMs are getting smarter and more efficient.And while we continually hear…
Read MoreThe future belongs to idea guys who can just do things
There, I said it. I seriously can’t see a path forward where the majority of software engineers are doing artisanal…
Read MoreLife Is More Than an Engineering Problem
Lately, Chiang has trained his eye on artificial intelligence. And Chiang’s takes haven’t gone unnoticed. In a conversation I had…
Read MoreRunning Inference In Web Extensions
We’ve recently shipped a new component inside of Firefox that leverages Transformers.js (a JavaScript equivalent of Hugging Face’s Transformers Python…
Read MoreRupert’s world – Thought partnership with language models
This is a new sort of interaction with computers, one that’s far more personal and flexible than anything in the…
Read MoreGet Started with Chrome Built-in AI : Access Gemini Nano Model locally
An AI model within your browser. Yes that’s exactly what Chrome Built-AI is all about. The team has been at…
Read MoreWhat I’ve learned about writing AI apps so far
I started writing a post called “how to write AI apps” but it was over-reach so I scaled it back…
Read MoreFive things privacy experts know about AI
In November, I participated in a technologist roundtable about privacy and AI, for an audience of policy folks and regulators.…
Read MoreBringing AI to the Browser – On-Device AI with the Web AI Toolkit
Welcome! Today we will be covering On-Device AI for Web Apps. Yes, you can run AI models on the users…
Read MoreTop 5 AI Engineering Trends of 2024 – The New Stack
This time last year, I wrote that AI engineering in 2023 was defined by a proliferation of LLMs and an…
Read MoreThe Coming Bifurcation of the Web: AgentWeb vs ArtisanWeb
The web is splitting into two distinct futures: one driven by relentless AI agents, the other shaped by human hands.…
Read MoreSoftware engineering reimagined for the AI-Native era
AI is redefining the software development process. By viewing development through a lens of problem-solving rather than code creation, engineers…
Read MoreEval-driven development: Build better AI faster
AI changes how we build software. In combination with developers, it creates a positive feedback loop where we can achieve…
Read MoreWhat Kind of Writer Is ChatGPT?
For the writers Pigg studied and the students I interviewed for this article, ChatGPT was not so much a perfect…
Read MoreWebNN Developer Preview
Run ONNX models in the browser with WebNN. The developer preview unlocks interactive ML on the web that benefits from…
Read MoreLiving documents as an AI UX pattern
As large language models (LLMs) take the tech world by storm, every product is suddenly sprouting an embedded chat box.…
Read MoreA Plea for Sober AI | Drew Breunig
Below all this hype, there’s a quiet revolution happening. I keep meeting new companies and seeing new products that make…
Read MoreAI Safety for Fleshy Humans: a whirlwind tour
This 3-part series is your one-stop-shop to understand the core ideas of AI & AI Safety* — explained in a…
Read MoreOpinion | How Should I Be Using A.I. Right Now? – The New York Times
There’s something of a paradox that has defined my experience with artificial intelligence in this particular moment. It’s clear we’re…
Read MoreLooking for AI use-cases — Benedict Evans
We’ve had ChatGPT for 18 months, but what’s it for? What are the use-cases? Why isn’t it useful for everyone,…
Read MoreConsiderations for AI Opt-Out
Creating a Large Language Model (LLM) requires a lot of data – as implied by the name, LLMs need voluminous…
Read MoreAI isn’t useless. But is it worth it?
But there is a yawning gap between “AI tools can be handy for some things” and the kinds of stories…
Read MoreHistorical analogies for large language models
How will large language models (LLMs) change the world ?No one knows. With such uncertainty, a good exercise is to…
Read MoreLearning from you about AI | Blog | web.dev
Over the last few months, we’ve spoken with web practitioners to understand the landscape and how you think about AI.…
Read MoreSpreadsheets are all you need.ai – A low-code way to learn AI
Spreadsheets-are-all-you-need is a low-code introduction to the details behind today’s Large Language Models (LLMs) that’s ideal for:Technical executives, marketers, and…
Read MoreThings I Don’t Know About AI
The more I learn about AI markets, the less I think I know. I list questions and some thoughts. In…
Read More“AI Inside” | Adam Stoddard
Tech companies are scrambling to stake their claims in the AI gold rush, and — on top of the legal…
Read MoreAI software still needs the human touch, Willison warns • The Register
FEATURE Simon Willison, a veteran open source developer who co-created the Django framework and built the more recent Datasette tool,…
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