Solving the inference problem for open source AI projects with GitHub Models
How using GitHub’s free inference API can make your AI-powered open source software more accessible.
Build your own AI app builder with the v0 Platform API
Learn how to build, extend, and automate AI-generated apps like BI tools and website builders with v0 Platform API
Who is LLM?
Is an LLM a stubborn donkey, a genie, a slot machine, or Uriah Heep?
Debugging UI with AI: GitHub Copilot agent mode meets MCP servers
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.
For the Love of Code: a summer hackathon for joyful, ridiculous, and wildly creative projects
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 🧡
Using AI to make lower-carbon, faster-curing concrete
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) […]
From chaos to clarity: Using GitHub Copilot agents to improve developer workflows
Explore how you can set Copilot coding agent up for success with custom instruction and Copilot setup steps.
Code review in the age of AI: Why developers will always own the merge button
When it comes to merging code, developers will always make the final decision. But we’re rethinking how tools like GitHub Copilot can help.
Design Patterns For AI Interfaces — Smashing Magazine
Designing a new AI feature? Where do you even begin? Here’s a simple, practical overview with useful design patterns for better AI experiences.
Unmasking The Magic: The Wizard Of Oz Method For UX Research — Smashing Magazine
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.
Beyond prompt crafting: How to be a better partner for your AI pair programmer
Ensuring quality code suggestions from Copilot goes beyond the perfect prompt. Context is key to success when working with your AI pair programmer.
Augmented commerce: Machine learning at Shopify (2025) - Shopify
Discover how Shopify uses machine learning, data, and advanced tools to help merchants succeed in the ever-changing game of commerce.
5 ways to transform your workflow using GitHub Copilot and MCP
Learn how to streamline your development workflow with five different MCP use cases.
From Googlebot to GPTBot: Who’s crawling your site in 2025
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.
The crawl before the fall… of referrals: understanding AI’s impact on content providers
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.
Content Independence Day: no AI crawl without compensation!
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.
Introducing pay per crawl: Enabling content owners to charge AI crawlers for access
Pay per crawl is a new feature to allow content creators to charge AI crawlers for access to their content.
Control content use for AI training with Cloudflare’s managed robots.txt and blocking for monetized 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.
From idea to PR: A guide to GitHub Copilot’s agentic workflows
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).
Inside the growth of the top AI companies on Stripe
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.
6 skills every engineer needs for the AI era
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.
Building agents with OpenAI and Cloudflare’s Agents SDK
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.
From pair to peer programmer: Our vision for agentic workflows in GitHub Copilot
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.
Introducing BotID, invisible bot filtering for critical routes
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.
WPP and Vercel: Bringing AI to the creative process
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.
Connect any React application to an MCP server in three lines of code
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.
GitHub Copilot Spaces: Bring the right context to every suggestion
Learn how to build your first space in minutes and customize Copilot to match your team’s unique coding style and workflows.
Introducing Roast: Structured AI workflows made easy (2025) - Shopify
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.
5 tips for using GitHub Copilot with issues to boost your productivity
Reduce context-switching, minimize manual work, and accelerate resolution times with these new AI-powered features.
Tray.ai cut build times from a day to minutes with Vercel
Cloudflare service outage June 12, 2025
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.
How the GitHub billing team uses the coding agent in GitHub Copilot to continuously burn down technical debt
Tech debt is a big problem that no one has time to solve. GitHub Copilot coding agent can help.
GitHub for Beginners: Code review and refactoring with GitHub Copilot
Learn how to use GitHub Copilot to help review and polish your code.
Assigning and completing issues with coding agent in GitHub Copilot
Have you tried the new coding agent in GitHub Copilot? Here’s how developers are using it to work more efficiently.
Double click: What does MCP mean for agentic AI?
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?
How to create issues and pull requests in record time on GitHub
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.
The no-nonsense approach to AI agent development
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.
Building an AI Agent that puts humans in the loop with Knock and Cloudflare’s Agents SDK
How Knock shipped an AI Agent with human-in-the-loop capabilities with Cloudflare’s Agents SDK and Cloudflare Workers.
The difference between coding agent and agent mode in GitHub Copilot
We’ll decode these two tools—and show you how to use them both to work more efficiently.
GitHub for Beginners: Test-driven development (TDD) with GitHub Copilot
See how to use GitHub Copilot to engage in some test-driven development.
Agent mode 101: All about GitHub Copilot’s powerful mode
A full look at agent mode in GitHub Copilot, including what it can do, when to use it, and best practices.
Introducing the AI Gateway
With the AI Gateway, build with any model instantly. No API keys, no configuration, no vendor lock-in.
GitHub Copilot: Meet the new coding agent
Implementing features has never been easier: Just assign a task or issue to Copilot. It runs in the background with GitHub Actions and submits its work as a pull request.
Vibe coding: Your roadmap to becoming an AI developer
Learn how to go from curious coder to AI wizard—with a little help from GitHub.
Double click: Does efficiency kill love?
At Config 2025, we were in our feelings about AI—but not in the ways you’d expect. This time around, the buzz was around building connection and care.
GitHub for Beginners: Building a React App with GitHub Copilot
Follow along and build a frontend client using React and Copilot Chat.
Real‑world video demo: Using different AI models in GitHub Copilot
Curious about how AI models perform in real-world scenarios with GitHub Copilot? Same. We made a live video demo to find out, and wrote up our key takeaways.
Accelerating GPU indexes in Faiss with NVIDIA cuVS
Meta and NVIDIA collaborated to accelerate vector search on GPUs by integrating NVIDIA cuVS into Faiss v1.10, Meta’s open source library for similarity search. This new implementation of cuVS will be more performant than classic GPU-accelerated search in some areas. For inverted file (IVF) indexing, NVIDIA cuVS outperforms classical GPU-accelerated IVF build times by up […]
Evolution of Product Classification at Shopify: From Categories to Comprehensive Product Understanding (2025) - Shopify
Shopify’s product classification system has evolved from basic categorization to an AI-driven framework using Vision Language Models and the Shopify Product Taxonomy. It accurately classifies products, extracts attributes, and processes over 30 million predictions daily, improving search, discovery, trust, and efficiency.
Config 2025 launches deepen Figma’s design capabilities as its platform expands
Doubles product offering with new design and AI-powered features to help teams go from idea to product, all in one place
Function calling using LLMs
While LLMs excel at generating cogent text based on their training data, they may also need to interact with external systems. Function calling allows them to construct such calls. The LLM does not execute these calls directly, instead it creates a data structure that describes the call, passing that to a separate program for execution and further processing. The LLM's prompt includes details abou
Join the Vercel AI Accelerator
A six-week program to help you scale your AI company offering over $4M in credits from Vercel, v0, AWS, and leading AI platforms
How Headspace built an AI companion that fosters trust and transparency
Creating an AI-powered feature for mental health poses myriad challenges. Here, the product and brand teams talk through how they built Ebb with care and sensitivity.
Copilot ask, edit, and agent modes: What they do and when to use them
An introduction to the three distinct modes of GitHub Copilot and a practical guide for integrating them effectively into your workflow.
MCP Demo Day: How 10 leading AI companies built MCP servers on Cloudflare
We’re teaming up with Anthropic, Asana, Atlassian, Block, Intercom, Linear, PayPal, Sentry, Stripe, and Webflow to launch new remote MCP servers, built on Cloudflare, to enable Claude users to manage
The AI-powered DevOps revolution: Redefining developer collaboration
Collaboration is crucial to successful software delivery. Let’s dive into how AI can help your development teams decrease their time to delivery, and foster better communication and collaboration using GitHub Copilot.
Bringing streamable HTTP transport and Python language support to MCP servers
We're continuing to make it easier for developers to bring their services into the AI ecosystem with the Model Context Protocol (MCP) with two new updates: support for the new Streamable HTTP transport in remote MCP servers and the ability to deploy Python-based MCP servers using FastAPI-MCP.
Introducing AutoPatchBench: A Benchmark for AI-Powered Security Fixes
We are introducing AutoPatchBench, a benchmark for the automated repair of vulnerabilities identified through fuzzing. By providing a standardized benchmark, AutoPatchBench enables researchers and practitioners to objectively evaluate and compare the effectiveness of various AI program repair systems. This initiative facilitates the development of more robust security solutions, and also encourage
GitHub for Beginners: Building a REST API with Copilot
See how you can use GitHub Copilot to build an API.
Figma's 2025 AI report: Perspectives from designers and developers
Figma’s AI report tells us how designers and developers are navigating the changing landscape.