907 articles on AI & ML.
Prompting isn’t just about writing better instructions, but about designing better thinking. Ilia and Marina explore how advanced prompting can empower different product & design use cases, speeding up your workflow and improving results, from research and brainstorming to testing and beyond. Let’s dive in.
Discover practical ways GitHub Copilot streamlines code reviews, pull requests, and daily engineering tasks with real prompts, examples, and workflow tips from our engineering team.
The role of junior developer is evolving. If you’re at this stage in your career, here’s how to keep up and stand out.
The GPT-5 family of models released today, are now available through AI Gateway and are in production on our own v0.dev applications. Thanks to OpenAI, Vercel has been testing these models for a few weeks in v0, Next.js, AI SDK, and Vercel Sandbox.
How design systems can be a productivity coefficient for AI powered workflows
The state of the research Diff Risk Score (DRS) is an AI-powered technology built at Meta that predicts the likelihood of a code change causing a production incident, also known as a SEV. Built on a fine-tuned Llama LLM, DRS evaluates code changes and metadata to produce a risk score and highlight potentially risky code […]
Vercel now has an official hosted MCP server (aka Vercel MCP), which you can use to connect your favorite AI tools, such as Claude or VS Code, directly to Vercel.
OpenAI’s newest open-source models are now available on Cloudflare Workers AI on Day 0, with support for Responses API, Code Interpreter and Web Search (coming soon).
We ran a series of experiments to explore how far Generative AI can currently be pushed toward autonomously developing high-quality, up-to-date software without human intervention. As a test case, we created an agentic workflow to build a simple Spring Boot application end to end. We found that the workflow could ultimately generate these simple applications, but still observed significant issues
MCP UI extends the Model Context Protocol to enable AI agents to return fully interactive UI components. It solves the critical challenge that commerce experiences require visual and interactive elements like product selectors, image galleries, and cart flows. This open-source protocol allows agents to embed commerce components while maintaining control through an intent-based messaging system, de
Learn how to integrate AI features with GitHub Models directly in GitHub Actions workflows.
What if you could control any device using only subtle hand movements? New research from Meta’s Reality Labs is pointing even more firmly toward wrist-worn devices using surface electromyography (sEMG) becoming the future of human-computer interaction. But how do you develop a wrist-worn input device that works for everyone? Generalization has been one of the […]
Learn how to configure Copilot coding agent’s environment, optimize project structure, use custom instructions, and extend its capabilities with MCP servers.
Introducing type-safe chat, agentic loop control, new specification, tool enhancements, speech generation, and more.
Upgrade from a local MCP Docker image to GitHub’s hosted server and automate pull requests, continuous integration, and security triage in minutes — no tokens required.
Empowering 10 million farm families by 2030 to generate $1 billion in new revenue. How GitHub helps One Acre Fund’s mission — driving real impact across Africa.
The White House AI Action Plan is a pivotal policy document outlining the current administration's priorities and deliverables in AI to establish American AI as the gold standard for AI worldwide.
More context can mean more attack surfaces for your projects. Be prepared for what lies ahead with this guide.
Today, all Figma AI features and products are moving out of beta, including Figma Make—which is now available for everyone to try.
How using GitHub’s free inference API can make your AI-powered open source software more accessible.
Learn how to build, extend, and automate AI-generated apps like BI tools and website builders with v0 Platform API
Is an LLM a stubborn donkey, a genie, a slot machine, or Uriah Heep?
Explore how I use agentic tools like GitHub Copilot agent mode and the Playwright MCP server to accelerate troubleshooting and debugging of UI issues, while revisiting the importance of clear requirements.
That idea you’ve been sitting on? The domain you bought at 2AM? A silly or serious side project? This summer, we invite you to build it — for the joy, for the vibes, For the Love of Code 🧡
Meta has developed an open-source AI tool to design concrete mixes that are stronger, more sustainable, and ready to build with faster—speeding up construction while reducing environmental impact. The AI tool leverages Bayesian optimization, powered by Meta’s BoTorch and Ax frameworks, and was developed with Amrize and the University of Illinois Urbana-Champaign (U of I) […]
Explore how you can set Copilot coding agent up for success with custom instruction and Copilot setup steps.
When it comes to merging code, developers will always make the final decision. But we’re rethinking how tools like GitHub Copilot can help.
Designing a new AI feature? Where do you even begin? Here’s a simple, practical overview with useful design patterns for better AI experiences.
The Wizard of Oz method is a proven UX research tool that simulates real interactions to uncover authentic user behavior. Victor Yocco unpacks the core principles of the WOZ method, explores advanced real-world applications, and highlights its unique value, including its relevance in the emerging field of agentic AI.
Ensuring quality code suggestions from Copilot goes beyond the perfect prompt. Context is key to success when working with your AI pair programmer.
Discover how Shopify uses machine learning, data, and advanced tools to help merchants succeed in the ever-changing game of commerce.
Learn how to streamline your development workflow with five different MCP use cases.
From May 2024 to May 2025, crawler traffic rose 18%, with GPTBot growing 305% and Googlebot 96%. This blog post explores crawling activity focused on AI and search web crawlers, and how 14% of top domains now use robots.txt rules to manage them.
Cloudflare Radar now shows how often a given AI model sends traffic to a site relative to how often it crawls that site. This information can help site owners make decisions about which AI bots to allow or block, and enables users to understand how AI usage in aggregate impacts Internet traffic.
It’s Content Independence Day: Cloudflare, along with a majority of the world's leading publishers and AI companies, is changing the default to block AI crawlers unless they pay creators for content.
Pay per crawl is a new feature to allow content creators to charge AI crawlers for access to their content.
Cloudflare is making it easier for publishers and content creators of all sizes to prevent their content from being scraped for AI training by managing robots.txt on their behalf, and allowing targeted blocking of AI crawling on sites that serve ads.
A practical guide to GitHub Copilot’s agentic coding agent, chat modes, and remote MCP server so you turn issues into tested PRs with clear steps (and no hype).
AI companies are rewriting the rules of growth. In our new report, *Indexing the AI economy*, we explore the latest trends and strategies in the AI space.
Figma’s Vice President of Software Engineering Marcel Weekes and Developer Advocate Jake Albaugh share the crucial skills engineers should learn to meet the moment.
We’re building AI agents where logic and reasoning are handled by OpenAI’s Agents SDK, and execution happens across Cloudflare's global network via Cloudflare’s Agents SDK.
AI agents in GitHub Copilot don’t just assist developers but actively solve problems through multi-step reasoning and execution. Here’s what that means.
BotID is a new invisible CAPTCHA layer of protection that stops sophisticated bots before they reach your backend. It's built to secure critical routes like checkouts, logins, and signups or actions that trigger expensive calls like LLM-powered APIs.
Announcing an expansion of our partnership with WPP, a first-of-its-kind agency collaboration that now brings v0 and AI SDK directly to WPP's global network of creative teams and their clients.
We're open-sourcing use-mcp, a React library that connects to any MCP server in just 3 lines of code, as well as our AI Playground, a complete chat interface that can connect to remote MCP servers.
Learn how to build your first space in minutes and customize Copilot to match your team’s unique coding style and workflows.
Roast is a convention-oriented workflow orchestration framework designed specifically for creating structured AI workflows that interleave AI prompting with normal non-AI execution. It provides a declarative approach primarily using YAML configuration and markdown prompts, giving AI agents the guardrails they need to solve developer productivity problems at scale.
Reduce context-switching, minimize manual work, and accelerate resolution times with these new AI-powered features.
Today, June 12, 2025, Cloudflare suffered a significant service outage that affected a large set of our critical services, including Workers KV, WARP, Access, Gateway, Images, Stream, Workers AI, Turnstile and Challenges, AutoRAG, and parts of the Cloudflare Dashboard.
Tech debt is a big problem that no one has time to solve. GitHub Copilot coding agent can help.
Learn how to use GitHub Copilot to help review and polish your code.
Have you tried the new coding agent in GitHub Copilot? Here’s how developers are using it to work more efficiently.
The sudden boom in MCP has kicked excitement about the agentic web into high gear. Is this the missing link we’ve needed between AI and all our other tools?
Learn how to spin up a GitHub Issue, hand it to Copilot, and get a draft pull request in the same workflow you already know.
Learn how to build reliable, domain-specific AI agents by simulating tasks manually, structuring logic with code, and optimizing with real-world feedback. A clear, hands-on approach to practical automation.
How Knock shipped an AI Agent with human-in-the-loop capabilities with Cloudflare’s Agents SDK and Cloudflare Workers.
We’ll decode these two tools—and show you how to use them both to work more efficiently.
See how to use GitHub Copilot to engage in some test-driven development.
A full look at agent mode in GitHub Copilot, including what it can do, when to use it, and best practices.
