Un experimento rápido: translating Cloudflare Stream captions with Workers AI
How I used Workers AI to translate Cloudflare Stream’s auto-generated captions and what I learned along the way.
Bring multimodal real-time interaction to your AI applications with Cloudflare Calls
Bring ChatGPT to your next video meeting with Cloudflare Calls.
Inside the research: How GitHub Copilot impacts the nature of work for open source maintainers
An interview with economic researchers analyzing the causal effect of GitHub Copilot on how open source maintainers work.
OpenAI’s latest o1 model now available in GitHub Copilot and GitHub Models
The December 17 release of OpenAI’s o1 model is now available in GitHub Copilot and GitHub Models, bringing advanced coding capabilities to your workflows.
Announcing 150M developers and a new free tier for GitHub Copilot in VS Code
Come and join 150M developers on GitHub that can now code with Copilot for free in VS Code.
The rise of the AI crawler
New research reveals how ChatGPT, Claude, and other AI crawlers process web content, including JavaScript rendering, assets, and other behavior and patterns—with recommendations for site owners, devs, and AI users.
So many tokens, so little time: Introducing a faster, more flexible byte-pair tokenizer
We released a new open source byte-pair tokenizer that is faster and more flexible than popular alternatives.
The ML flywheel: How we continually improve our models to reduce card testing
Card testing is one of the most significant fraud threats to Stripe users and the broader financial ecosystem. Stripe’s machine learning–based approach has led to successful card testing attacks on Stripe decreasing by 80% over the last two years.
From ChatGPT to Temu: ranking top Internet services in 2024
The 2024 popular Internet services landscape highlights rising generative AI, e-commerce shifts, and the continued dominance of platforms like Google and Facebook, as revealed by Cloudflare’s rankings.
Vercel and AWS partner on AI tools and experiences
Vercel has been selected for a Strategic Collaboration Agreement (SCA) partnership with AWS—to deliver the next generation of AI-enabled developer tools
How to generate unit tests with GitHub Copilot: Tips and examples
Learn how to generate unit tests with GitHub Copilot and get specific examples, a tutorial, and best practices.
Meta Andromeda: Supercharging Advantage+ automation with the next-gen personalized ads retrieval engine
Andromeda is Meta’s proprietary machine learning (ML) system design for retrieval in ad recommendation focused on delivering a step-function improvement in value to our advertisers and people. This system pushes the boundary of cutting edge AI for retrieval with NVIDIA Grace Hopper Superchip and Meta Training and Inference Accelerator (MTIA) hardware through innovations in ML […]
AI is taking your job
AI is changing how hiring works, and that makes in person connections even more important.
AI’s Transformative Impact On Web Design: Supercharging Productivity Across The Industry — Smashing Magazine
Discover how AI is reshaping web design, boosting productivity in design, coding, UX, and copywriting while amplifying human creativity in a new article by Paul Boag.
Does GitHub Copilot improve code quality? Here’s what the data says
Findings in our latest study show that the quality of code written with GitHub Copilot is significantly more functional, readable, reliable, maintainable, and concise.
AI SDK 4.0
Introducing PDF support, computer use, and an xAI Grok provider
How developers spend the time they save thanks to AI coding tools
Developers tell us how GitHub Copilot and other AI coding tools are transforming their work and changing how they spend their days.
AI Flame Graphs
New from Universe 2024: Get the latest previews and releases
Find out how we’re evolving GitHub and GitHub Copilot—and get access to the latest previews and GA releases.
Bringing developer choice to Copilot with Anthropic’s Claude 3.5 Sonnet, Google’s Gemini 1.5 Pro, and OpenAI’s o1-preview
At GitHub Universe, we announced Anthropic’s Claude 3.5 Sonnet, Google’s Gemini 1.5 Pro, and OpenAI’s o1-preview and o1-mini are coming to GitHub Copilot—bringing a new level of choice to every developer.
Octoverse: AI leads Python to top language as the number of global developers surges
In this year’s Octoverse report, we study how public and open source activity on GitHub shows how AI is expanding as the global developer community surges in size.
How we built AI search in Figma
How we built a search tool that’s changing the way designers find and use existing work
Billions and billions (of logs): scaling AI Gateway with the Cloudflare Developer Platform
How we scaled AI Gateway to handle and store billions of requests, using Cloudflare Workers, D1, Durable Objects, and R2.
Diversity, inclusion, and belonging at GitHub in 2024
From advancing ethical AI practices to expanding open source learning for developers in Africa, discover how we’ve fostered diversity, inclusion, and belonging this year.
How Shopify improved consumer search intent with real-time ML - Shopify
In the dynamic landscape of commerce, Shopify merchants rely on our platform's ability to seamlessly and reliably deliver highly relevant products to potential customers. Therefore, a rich and intuitive search experience is an essential part of our offering. Over the past year, Shopify has been integrating AI-powered search capabilities into our merchants’ storefronts. Shopify Storefront Search ha
The infrastructure behind AI search in Figma
A behind the scenes look at the technical problems we faced and how we solved them.
Using Multimodal AI Models For Your Applications (Part 3) — Smashing Magazine
In this third part of the series, you are looking at two models that handle all three modalities — text, images or videos, and audio — without needing a second model for text-to-speech or speech recognition.
5 tips and tricks when using GitHub Copilot Workspace
GitHub Next launched the technical preview for GitHub Copilot Workspace in April 2024. Since then, we’ve been listening to the community, learning, and have some tips to share on how to get the most out of it!
Leveraging Vercel and the AI SDK to deliver a seamless, AI-powered experience as a solo founder
How Chatbase scaled rapidly with Vercel's developer experience and AI SDK
How students teamed up to decode 2,000-year-old texts using AI
Students used GitHub Copilot to decode ancient texts buried in Mount Vesuvius, achieving a groundbreaking historical breakthrough. This is their journey, the technology behind it, and the power of collaboration.
How open source AI can improve population estimates, sustainable energy, and the delivery of climate change interventions
Data for Good at Meta is open-sourcing the data used to train our AI-powered population maps. We’re hoping that researchers and other organizations around the world will be able to leverage these tools to assist with a wide range of projects including those on climate adaptation, public health and disaster response. The dataset and code […]
How We Generated Millions of Content Annotations
With the fields of machine learning (ML) and generative AI (GenAI) continuing to rapidly evolve and expand, it has become increasingly important for innovators in this field to anchor their model development on high-quality data.
Code referencing now generally available in GitHub Copilot and with Microsoft Azure AI
Announcing the general availability of code referencing in GitHub Copilot and Microsoft Azure AI, allowing developers to permit code suggestions containing public code matches while receiving detailed information about the match.
AI Everywhere with the WAF Rule Builder Assistant, Cloudflare Radar AI Insights, and updated AI bot protection
This year for Cloudflare’s birthday, we’ve extended our AI Assistant capabilities to help you build new WAF rules, added new AI bot & crawler traffic insights to Radar, and given customers new AI bot blocking capabilities.
Our container platform is in production. It has GPUs. Here’s an early look
We’ve been working on something new — a platform for running containers across Cloudflare’s network. We already use it in production, for AI inference and more. Today we want to share an early look at how it’s built, why we built it, and how we use it ourselves.
GitHub Copilot now available in github.com for Copilot Individual and Copilot Business plans
With this public preview, we’re unlocking the context of your code and collaborators—and taking the next step in infusing AI into every developer’s workflow.
Boost your CLI skills with GitHub Copilot
Want to know how to take your terminal skills to the next level? Whether you’re starting out, or looking for more advanced commands, GitHub Copilot can help us explain and suggest the commands we are looking for.
Start auditing and controlling the AI models accessing your content
Cloudflare customers on any plan can now audit and control how AI models access the content on their site.
AI SDK 3.4
AI SDK 3.4 introduces middleware, data stream protocol, and multi-step generations
Try out OpenAI o1 in GitHub Copilot and Models
OpenAI o1-preview and o1-mini are now available in GitHub Copilot Chat in VS Code and in the GitHub Models playground.
Enhancing the GitHub Copilot ecosystem with Copilot Extensions, now in public beta
Whether you’re an individual developer looking to streamline your workflow or an organization aiming to integrate proprietary tools, GitHub Copilot Extensions now offers a platform to make that happen and to share your creations on the GitHub Marketplace.
First Look: Exploring OpenAI o1 in GitHub Copilot
We’ve tested integrating OpenAI o1-preview with GitHub Copilot. Here’s a first look at where we think it can add value to your day to day.
Fine-tuned models are now in limited public beta for GitHub Copilot Enterprise
Fine-tuned models empower organizations to receive code suggestions specifically tailored to their coding practices and internal languages.
Why Anticipatory Design Isn’t Working For Businesses — Smashing Magazine
Anticipatory design, powered by Artificial Intelligence (AI), Machine learning (ML), and Big Data (BD), promises to transform user experiences by predicting and fulfilling needs before users even express them. While this proactive approach seems revolutionary, many businesses struggle to meet the high expectations it sets. Joana Cerejo delves into the challenges of anticipatory design, highlights
Transforming customer support with AI: How Vercel decreased tickets by 31%
At Vercel, we integrated AI into our support workflow. Our AI agent reduced human-handled tickets by 31%, allowing us to maintain high support standards while serving a growing customer base.
How PyTorch powers AI training and inference
Learn about new PyTorch advancements for LLMs and how PyTorch is enhancing every aspect of the LLM lifecycle. In this talk from AI Infra @ Scale 2024, software engineers Wanchao Liang and Evan Smothers are joined by Meta research scientist Kimish Patel to discuss our newest features and tools that enable large-scale training, memory efficient […]
GitHub named a Leader in the Gartner first-ever Magic Quadrant for AI Code Assistants
This year, as part of its annual Magic Quadrant series, Gartner published a first-of-its-kind report analyzing the state of play in the AI Code Assistants market–and named GitHub a Leader.
Inside the hardware and co-design of MTIA
In this talk from AI Infra @ Scale 2024, Joel Colburn, a software engineer at Meta, technical lead Junqiang Lan, and software engineer Jack Montgomery discuss the second generation of MTIA, Meta’s in-house training and inference accelerator. They cover the co-design process behind building the second generation of Meta’s first-ever custom silicon for AI workloads, […]
Bringing Llama 3 to life
Llama 3 is Meta’s most capable openly-available LLM to date and the recently-released Llama 3.1 will enable new workflows, such as synthetic data generation and model distillation with unmatched flexibility, control, and state-of-the-art capabilities that rival the best closed source models. At AI Infra @ Scale 2024, Meta engineers discussed every step of how we […]
Survey: The AI wave continues to grow on software development teams
We surveyed 2,000 people on software development teams at enterprises in the U.S., Brazil, India, and Germany about the use, experience, and expectations around generative AI tools in software development.
Aparna Ramani discusses the future of AI infrastructure
Delivering new AI technologies at scale also means rethinking every layer of our infrastructure – from silicon and software systems and even our data center designs. For the second year in a row, Meta’s engineering and infrastructure teams returned for the AI Infra @ Scale conference, where they discussed the challenges of scaling up an […]
Automating open source: How Ersilia distributes AI models to advance global health equity
Discover how the Ersilia Open Source Initiative accelerates drug discovery by using GitHub Actions to disseminate AI/ML models.
Using the AI SDK to fix edge-case errors in our code
Leveraging the AI SDK to build with and solve problems with AI
How Meta animates AI-generated images at scale
We launched Meta AI with the goal of giving people new ways to be more productive and unlock their creativity with generative AI (GenAI). But GenAI also comes with challenges of scale. As we deploy new GenAI technologies at Meta, we also focus on delivering these services to people as quickly and efficiently as possible. […]
What are AI agents and why do they matter?
Learn how AI agents and agentic AI systems use generative AI models and large language models to autonomously perform tasks on behalf of end users.
How to use AI coding tools to learn a new programming language
Explore how AI coding tools like GitHub Copilot can accelerate your journey to learn new programming languages.
Vercel AI SDK 3.3
Vercel AI SDK 3.3 introduces tracing, multi-modal attachments, JSON streaming to clients, and more.
How to integrate AI into your business
Learn to build robust AI use cases, evaluate initiatives, and integrate AI into your team's workflow. Discover how Vercel's platform accelerates AI development and drives innovation.
RoCE networks for distributed AI training at scale
AI networks play an important role in interconnecting tens of thousands of GPUs together, forming the foundational infrastructure for training, enabling large models with hundreds of billions of parameters such as LLAMA 3.1 405B. This week at ACM SIGCOMM 2024 in Sydney, Australia, we are sharing details on the network we have built at Meta […]