Meta Llama 3.1 now available on Workers AI
Cloudflare is excited to be a launch partner with Meta to introduce Workers AI support for Llama 3.1
Meet Caddy – Meta’s next-gen mixed reality CAD software
What happens when a team of mechanical engineers get tired of looking at flat images of 3D models over Zoom? Meet the team behind Caddy, a new CAD app for mixed reality. They join Pascal Hartig (@passy) on the Meta Tech Podcast to talk about teaching themselves to code, disrupting the CAD software space, how […]
An update on our Make Designs feature
After learning about an issue with Make Designs, part of Figma AI, we temporarily disabled the feature. Here’s our retrospective.
How researchers are using GitHub Innovation Graph data to estimate the impact of ChatGPT
An interview with economic researchers who are applying causal inference techniques to analyze the effect of generative AI tools on software development activity.
How To Design Effective Conversational AI Experiences: A Comprehensive Guide — Smashing Magazine
This in-depth guide takes you through the three crucial phases of conversational search, revealing how users express their needs, explore results, and refine their queries. Learn how AI agents can overcome communication barriers, personalize the search experience, and adapt to evolving user intent.
Advancing responsible practices for open source AI
Outcomes from the Partnership on AI and GitHub workshop.
Taming the tail utilization of ads inference at Meta scale
Tail utilization is a significant system issue and a major factor in overload-related failures and low compute utilization. The tail utilization optimizations at Meta have had a profound impact on model serving capacity footprint and reliability. Failure rates, which are mostly timeout errors, were reduced by two-thirds; the compute footprint delivered 35% more work for […]
Declare your AIndependence: block AI bots, scrapers and crawlers with a single click
To help preserve a safe Internet for content creators, we’ve just launched a brand new “easy button” to block all AI bots. It’s available for all customers, including those on our free tier
Why are we so afraid of code as a commodity?
An exploration of the problems that AI can currently solve, and where there is whitespace to go beyond that.
What is good design in the age of AI?
As AI democratizes product development, design will be the differentiator. But what exactly does “good” look like, and what does it mean for our craft? Four Figma designers weigh in.
Should robots be building our homes?
Jason Ballard, co-founder and CEO of Icon, explains why AI and his fleet of 3D-printing robots may be our ticket to more affordable housing.
Are we finally entering the age of androids?
Humanoid robots are here, and they’re asking us to come face to face with the promises and pitfalls of AI.
What is minimum viable data?
As many focus on the possibilities and limitations of AI tools and their output, Ovetta Sampson reminds us to pay attention to the power of the input.
Config 2024 in review
We’re launching a redesigned Figma, Figma Slides, and a new suite of AI features, along with major updates to Dev Mode and usability improvements.
Welcome to The Prompt
AI promises to reinvigorate the way we design and build, but how we realize that potential is still an open question.
Meet Figma AI: Empowering designers with intelligent tools
We’re introducing a suite of AI-powered features to help you push past creative blocks and bring your best ideas to life.
Using machine learning to detect bot attacks that leverage residential proxies
Cloudflare's Bot Management team has released a new Machine Learning model for bot detection (v8), focusing on bots and abuse from residential proxies
Introducing Stream Generated Captions, powered by Workers AI
With one click, users can now generate video captions effortlessly using Stream’s newest feature: AI-generated captions for on-demand videos and recordings of live streams
AI + design: Navigating the promise and pitfalls of AI
In this continuation of our AI + Design report, we explore how leaders can keep moving forward with building AI products.
Introducing Vercel AI SDK 3.2
Vercel AI SDK 3.2 enables agent and embeddings workflows while improving provider support and DX.
Unlocking the power of unstructured data with RAG
Unstructured data holds valuable information about codebases, organizational best practices, and customer feedback. Here are some ways you can leverage it with RAG, or retrieval-augmented generation.
Getting started with AI: Advice from the experts at Vercel Ship
Takeaways from the AI Enterprise Panel at Vercel Ship 2024.
A discussion of discussions on AI bias
2024 GitHub Accelerator: Meet the 11 projects shaping open source AI
Announcing the second cohort, delivering value to projects, and driving a new frontier.
Balancing Old Tricks with New Feats: AI-Powered Conversion From Enzyme to React Testing Library at Slack
Update (October 2024): In response to numerous requests from external developers, we have open-sourced a version of our Enzyme to React Testing Library (RTL) conversion tool. You can now find it on npm, along with detailed instructions on how to integrate and use it in your projects. In the world of frontend development, one thing remains…
Introducing GitHub Copilot Extensions: Unlocking unlimited possibilities with our ecosystem of partners
The world of Copilot is getting bigger, improving the developer experience by keeping developers in the flow longer and allowing them to do more in natural language.
Research: Quantifying GitHub Copilot’s impact in the enterprise with Accenture
We conducted research with developers at Accenture to understand GitHub Copilot’s real-world impact in enterprise organizations.
How AI enhances static application security testing (SAST)
Here’s how SAST tools combine generative AI with code scanning to help you deliver features faster and keep vulnerabilities out of code.
GitHub Copilot Chat in GitHub Mobile is now generally available
With GitHub Copilot Chat in GitHub Mobile, developers can collaborate, ask coding questions, and gain insights into both public and private repositories anywhere, anytime–all in natural language for users on all GitHub Copilot plans.
How To Harness Mouse Interaction Data For Practical Machine Learning Solutions — Smashing Magazine
In this article, Eduard Kuric discusses mouse interaction data, what kind of magic can be done with it, and some of the hidden pitfalls to watch out for so you get a head start incorporating them in your solutions.
Vercel AI SDK 3.1: ModelFusion joins the team
ModelFusion joins Vercel
GitHub Copilot Workspace: Welcome to the Copilot-native developer environment
We’re redefining the developer environment with GitHub Copilot Workspace – where any developer can go from idea, to code, to software all in natural language.
Using AI For Neurodiversity And Building Inclusive Tools — Smashing Magazine
This article illustrates how AI can be leveraged to build tools that can be inclusive with a little bit of an additional effort.
Our biggest product updates from Sessions 2024
We announced AI-powered payments, our biggest-ever upgrades to Stripe Connect, new support for usage-based billing, increased interoperability, and a lot more.
A policy proposal on our approach to deepfake tools and responsible AI
We’re asking for feedback on a proposed Acceptable Use Policy update to address the use of synthetic and manipulated media tools for non-consensual intimate imagery and disinformation while protecting valuable research.
How We Built Slack AI To Be Secure and Private
At Slack, we’ve long been conservative technologists. In other words, when we invest in leveraging a new category of infrastructure, we do it rigorously. We’ve done this since we debuted machine learning-powered features in 2016, and we’ve developed a robust process and skilled team in the space. Despite that, over the past year we’ve been…
Helping policymakers weigh the benefits of open source AI
GitHub enables developer collaboration on innovative software projects, and we’re committed to ensuring policymakers understand developer needs when crafting AI regulation.
4 ways GitHub engineers use GitHub Copilot
GitHub Copilot increases efficiency for our engineers by allowing us to automate repetitive tasks, stay focused, and more.
Composable AI for ecommerce: Hands-on with Vercel’s AI SDK
With v0 and the Vercel AI SDK, you can go from AI pipe dream to working prototype in just a few hours. See how AI can transform your ecommerce storefront.
What is retrieval-augmented generation, and what does it do for generative AI?
Here’s how retrieval-augmented generation, or RAG, uses a variety of data sources to keep AI models fresh with up-to-date information and organizational knowledge.
Using GitHub Copilot in your IDE: Tips, tricks, and best practices
GitHub Copilot is a powerful AI assistant. Learn practical strategies to get the most out of GitHub Copilot to generate the most relevant and useful code suggestions in your editor.
AI + design: Figma users tell us what’s coming next
What do designers, developers, and executives really think about the promise of AI? Our new survey aims to find out.
Optimizing RTC bandwidth estimation with machine learning
Bandwidth estimation (BWE) and congestion control play an important role in delivering high-quality real-time communication (RTC) across Meta’s family of apps. We’ve adopted a machine learning (ML)-based approach that allows us to solve networking problems holistically across cross-layers such as BWE, network resiliency, and transport. We’re sharing our experiment results from this approach, some
Building Meta’s GenAI Infrastructure
Marking a major investment in Meta’s AI future, we are announcing two 24k GPU clusters. We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training. We are strongly committed to open […]
Cloudflare announces Firewall for AI
Cloudflare is one of the first providers to safeguard LLM models and users in the era of AI
GitHub Copilot Learning Pathway: Accelerate your business with AI
Learn what GitHub Copilot can help your business achieve in this expert-guided GitHub Learning Pathway, featuring insights from tech leaders at top organizations.
Introducing AI SDK 3.0 with Generative UI support
Stream React Components from LLMs to deliver richer user experiences
Customizing and fine-tuning LLMs: What you need to know
Learn how your organization can customize its LLM-based solution through retrieval augmented generation and fine-tuning.
GitHub Copilot Enterprise is now generally available
Our most advanced AI offering to date is customized to your organization’s knowledge and codebase, infusing GitHub Copilot throughout the software development lifecycle.
How AI will influence creative tools: A conversation with Replit’s David Hoang
Replit's VP of Marketing and Design David Hoang talks about how AI is reshaping the future of product design and development.
How AI code generation works
Explore the capabilities and benefits of AI code generation, and how it can improve the developer experience for your enterprise.
Monitoring machine learning models for bot detection
We recently shared an introduction to Cloudflare’s approach to MLOps, which provides a holistic overview of model training and deployment processes at Cloudflare. In this post, we will dig deeper into monitoring, and how we continuously evaluate the models that power Bot Management
Engineering Practices for LLM Application Development
LLM engineering involves much more than just prompt design or prompt engineering. In this article, we share a set of engineering practices that helped us deliver a prototype LLM application rapidly and reliably in a recent project. We'll share techniques for automated testing and adversarial testing of LLM applications, refactoring, as well as considerations for architecting LLM applications and r
Powering advancements of AI in the open: Apply now to GitHub Accelerator
Funding AI advancements in the open, and opening applications for second Accelerator cohort.
Copilot in GitHub Support is now available!
Experience AI-powered assistance for queries related to GitHub topics.
Introducing AI Integrations on Vercel
Vercel's AI Integrations and AI SDK connect your frontend to leading AI providers for text, image, and audio models, making it easy to build streaming chatbots, RAG systems, and generative experiences in Next.js.
When Words Cannot Describe: Designing For AI Beyond Conversational Interfaces — Smashing Magazine
As Artificial Intelligence evolves the computing paradigm, designers have an opportunity to craft more intuitive user interfaces. Maximillian Piras examines how the latest AI capabilities can reshape the future of human-computer interaction beyond conversation alone.
LangChain Support for Workers AI, Vectorize and D1
During Developer Week, we announced LangChain support for Cloudflare Workers. Since then, we’ve been working with the LangChain team on deeper integration of many tools across Cloudflare’s developer platform and are excited to share what we’ve been up to
Improving machine learning iteration speed with faster application build and packaging
Slow build times and inefficiencies in packaging and distributing execution files were costing our ML/AI engineers a significant amount of time while working on our training stack. By addressing these issues head-on, we were able to reduce this overhead by double-digit percentages. In the fast-paced world of AI/ML development, it’s crucial to ensure that our […]
How Cloudflare’s AI WAF proactively detected the Ivanti Connect Secure critical zero-day vulnerability
The issuance of Emergency Rules by Cloudflare on January 17, 2024, helped give customers a big advantage in dealing with these threats
