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
The AI Dilemma In Graphic Design: Steering Towards Excellence In Typography And Beyond — Smashing Magazine
AI promises a major upheaval in typography, with designers finding themselves navigating both opportunities and challenges. How will it impact quality, design roles, and our use of type in the future? As we explore this new frontier, we realise that we are at a juncture as significant as Gutenberg’s press, set to redefine how we interact with text and visual communication.
How we built it: Smart Retries
How Stripe built Smart Retries, which predicts the optimal time to retry a failed payment using machine learning algorithms trained on billions of data points across the Stripe network.
10 unexpected ways to use GitHub Copilot
GitHub Copilot is widely known for its code generation feature. Learn how the AI assistant’s abilities can extend beyond just code generation.
A developer’s second brain: Reducing complexity through partnership with AI
As we look to empower developers with AI tools, we inadvertently integrate AI deeper into the way developers work. How do developers feel about that? And what are the most impactful ways to introduce more AI into workflows? We recently conducted 25 in-depth interviews with developers to understand exactly that.
Empowering Uruguay’s future workforce with AI
During the second cycle of Git Commit Uruguay, students learned the basics of AI and built their own AI-powered projects.
How Meta is advancing GenAI
What’s going on with generative AI (GenAI) at Meta? And what does the future have in store? In this episode of the Meta Tech Podcast, Meta engineer Pascal Hartig (@passy) speaks with Devi Parikh, an AI research director at Meta. They cover a wide range of topics, including the history and future of GenAI and the most […]
Asking an LLM to build a simple web tool - Eli Bendersky's website
GoMLX: ML in Go without Python - Eli Bendersky's website
ML in Go with a Python sidecar - Eli Bendersky's website
GitHub Copilot Chat now generally available for organizations and individuals
All GitHub Copilot users can now enjoy natural language-powered coding with Copilot Chat at no additional cost.
From Google to Generative AI: ranking top Internet services in 2023
Building on similar reports we’ve done over the past two years, we have compiled a ranking of the top Internet properties of 2023
Shipping hype: PMs on what it takes to bring AI features to market
Explore how to build AI features that users trust with insights from Product Managers at Figma, Duolingo, Asana, and LinkedIn.
How we used OpenBMC to support AI inference on GPUs around the world
This is what Cloudflare has been able to do so far with OpenBMC with respect to our GPU-equipped servers
How we’re experimenting with LLMs to evolve GitHub Copilot
Learn how we’re experimenting with generative AI models to extend GitHub Copilot across the developer lifecycle.
Recursive Embedding and Clustering
TL;DR Large sets of diverse data present several challenges for clustering, but through a novel approach that combines dimensionality reduction, recursion, and supervised machine learning, we’ve been able to obtain strong results. Using part of the algorithm, we’re able to obtain a greater understanding of why these clusters exist, allowing user-researchers and data scientists to refine, improve,
Insider newsletter digest: How to use GitHub Copilot
Explore the July edition, featuring prompts, tips, and use cases for GitHub Copilot.
Workers AI Update: Stable Diffusion, Code Llama + Workers AI in 100 cities
We're thrilled to announce that Stable Diffusion and Code Llama are now available as part of Workers AI, running in over 100 cities across Cloudflare’s global network.
Workers AI Update: Hello, Mistral 7B!
Today we’re excited to announce that we’ve added the Mistral-7B-v0.1-instruct to Workers AI
Universe’s key takeaway: Innovate better with AI-powered workflows on a single, unified platform
Discover new AI-powered features and tools to help developers stay in the flow and organizations innovate at scale.
Watch: Meta’s engineers on building network infrastructure for AI
Meta is building for the future of AI at every level – from hardware like MTIA v1, Meta’s first-generation AI inference accelerator to publicly released models like Llama 2, Meta’s next-generation large language model, as well as new generative AI (GenAI) tools like Code Llama. Delivering next-generation AI products and services at Meta’s scale also […]
Streaming and longer context lengths for LLMs on Workers AI
Workers AI now supports streaming text responses for the LLM models in our catalog, including Llama-2, using server-sent events
Octoverse: The state of open source and rise of AI in 2023
In this year’s Octoverse report, we study how open source activity around AI, the cloud, and Git are changing the developer experience.
Leveraging AI to empower all developers at GitHub Universe 2023
GitHub Universe 2023 is just around the corner! Join us and learn how GitHub is leveraging AI to empower all developers, including developers with disabilities.
The architecture of today’s LLM applications
Here’s everything you need to know to build your first LLM app and problem spaces you can start exploring today.
Demystifying LLMs: How they can do things they weren’t trained to do
Explore how LLMs generate text, why they sometimes hallucinate information, and the ethical implications surrounding their incredible capabilities.
Developers are the first group to adopt AI at work. Here’s why that matters.
From starting at GitHub over 10 years ago as a developer to becoming the Chief Operating Officer, I’ve learned that developers are often bellwethers for change across the rest of their organizations. That makes investing in—and learning from—them critical.
An Actionable And Reliable Usability Questionnaire With Only 7 Items: Inuit — Smashing Magazine
Inuit (short for “**In**terface **U**sability **I**nstrumen**t**”) is a new questionnaire you can use to assess the usability of your user interface. It has been designed to be more diagnostic than existing usability instruments like, e.g., SUS and for use with machine learning, all the while asking fewer questions than other questionnaires. This article explores how and why Inuit has been develop
How Meta is creating custom silicon for AI
Olivia Wu, Meta’s Technical Lead for Infra Silicon, discusses the design and development of Meta’s first-generation AI inference accelerator. […]
Your curated GitHub Universe agenda: AI, ethics, and productivity
Gain actionable insights about the intersection of AI and human skills, while tackling ethics, accessibility, and productivity at these GitHub Universe sessions.
Research: Quantifying GitHub Copilot’s impact on code quality
Findings show that code quality is better across the board and developers felt more confident, too.
A High-Level Overview Of Large Language Model Concepts, Use Cases, And Tools — Smashing Magazine
Discuss the concept of large language models (LLMs) and how they are implemented with a set of data to develop an application. Joas compares a collection of no-code and low-code apps designed to help you get a feel for not only how the concept works but also to get a sense of what types of models are available to train AI on different skill sets.
Prompting GitHub Copilot Chat to become your personal AI assistant for accessibility
GitHub Copilot Chat can help you learn about accessibility and improve the accessibility of your code. In this blog, we share a sample foundational prompt that instructs GitHub Copilot Chat to become your personal AI assistant for accessibility.
A developer’s guide to open source LLMs and generative AI
Open source generative AI projects are a great way to build new AI-powered features and apps.
Birthday Week recap: everything we announced — plus an AI-powered opportunity for startups
Need a recap or refresher on all the big Birthday Week news this week? This recap has you covered
Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library
For the past decade, Spotify has used approximate nearest-neighbor search technology to power our personalization, recommendation, and search systems.
Easily manage AI crawlers with our new bot categories
Manage AI crawlers, out of the box with Cloudflare
Workers AI: serverless GPU-powered inference on Cloudflare’s global network
We are excited to launch Workers AI - an AI inference as a service platform, empowering developers to run AI models with just a few lines of code, all powered by our global network of GPUs
Announcing AI Gateway: making AI applications more observable, reliable, and scalable
AI Gateway helps developers have greater control and visibility in their AI apps, so that you can focus on building without worrying about observability, reliability, and scaling. AI Gateway handles the things that nearly all AI applications need
Partnering with Hugging Face to make deploying AI easier and more affordable than ever 🤗
Today, we’re excited to announce that we are partnering with Hugging Face to make AI models more accessible and affordable than ever before to developers
Writing poems using LLama 2 on Workers AI
Matthew and Michelle, co-founders of Cloudflare, published their annual founders’ letter today. The letter ends with a poem written by an AI running using Workers AI on Cloudflare’s global network.
What AI companies are building with Cloudflare
Cloudflare enables various AI applications. We asked AI companies using Cloudflare how they leverage our platform for their innovative projects.
How I used GitHub Copilot Chat to build a ReactJS gallery prototype
GitHub Copilot Chat can help developers create prototypes, understand code, make UI changes, troubleshoot errors, make code more accessible, and generate unit tests.
GitHub Copilot Chat beta now available for all individuals
All GitHub Copilot for Individuals users now have access to GitHub Copilot Chat beta, bringing natural language-powered coding to every developer in all languages.
Cloudflare One for Data Protection
This blog announces Cloudflare One for Data Protection — our unified suite to protect data everywhere across web, SaaS, and private applications. Built on and delivered across our entire global network, Cloudflare One’s data protection suite is architected for the risks of modern coding and AI
Using Chakra execution traces for benchmarking and network performance optimization
Meta presents Chakra execution traces, an open graph-based representation of AI/ML workload execution, laying the foundation for benchmarking and network performance optimization. Chakra execution traces represent key operations, such as compute, memory, and communication, data and control dependencies, timing, and resource constraints. In collaboration with MLCommons, we are seeking industry-wide
How to build an enterprise LLM application: Lessons from GitHub Copilot
The team behind GitHub Copilot shares its lessons for building an LLM app that delivers value to both individuals and enterprise users at scale.
Generating Real-Time Audio Sentiment Analysis With AI — Smashing Magazine
In this article, Joas Pambou builds the tool to provide a sentiment score in **real-time** with enhanced user experience by providing multilingual support. You will use an OpenAI library called Whisper that transcribes audio files into text and detects the language, and Gradio, a UI framework, to establish the interface.
Falling For Oklch: A Love Story Of Color Spaces, Gamuts, And CSS — Smashing Magazine
The CSS Color Module Level 4 specification defined a slew of new color features when it became a candidate recommendation in 2022, including Oklab and Oklch, which have widened the field of color we have to work with. Explore the Oklch color space and how to start using it in CSS today.
Code Llama: Meta’s state-of-the-art LLM for coding
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AI-powered impact: GitHub Social Impact’s year ahead
How GitHub Social Impact is working with nonprofit organizations, employees, and more to create positive, lasting change in global communities.
Vercel AI Accelerator Demo Day
Watch 28 talented AI startups show off impressive demos in 3 minutes each as part of our AI Accelerator Demo Day.
Meta Connect 2023: September 27 – 28
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Scaling the Instagram Explore recommendations system
Explore is one of the largest recommendation systems on Instagram. We leverage machine learning to make sure people are always seeing content that is the most interesting and relevant to them. Using more advanced machine learning models, like Two Towers neural networks, we’ve been able to make the Explore recommendation system even more scalable and […]