GitHub Copilot CLI 101: How to use GitHub Copilot from the command line
Curious about using GitHub Copilot in your terminal? Here’s our guide to GitHub Copilot CLI, including a starter kit with the best prompts for a wide range of use cases.
TypeScript’s rise in the AI era: Insights from Lead Architect, Anders Hejlsberg
TypeScript just became the most-used language on GitHub. Here’s why, according to its creator.
How AI Gateway runs on Fluid compute
The AI Gateway is a simple application deployed on Vercel, but it achieves scale, efficiency, and resilience by running on Fluid compute and leveraging Vercel’s global infrastructure.
GitHub Copilot tutorial: How to build, test, review, and ship code faster (with real prompts)
How GitHub Copilot works today—including mission control—and how to get the most out of it. Here’s what you need to know.
Video Invisible Watermarking at Scale
At Meta, we use invisible watermarking for a variety of content provenance use cases on our platforms. Invisible watermarking serves a number of use cases, including detecting AI-generated videos, verifying who posted a video first, and identifying the source and tools used to create a video. We’re sharing how we overcame the challenges of scaling […]
Introducing Figma Weave: The next generation of AI-native creation at Figma
Figma has acquired Weavy, a platform that brings generative AI and professional editing tools into the open canvas.
Measuring what matters: How offline evaluation of GitHub MCP Server works
Take a look inside our automated pipeline for rapid, rigorous evaluation for the GitHub MCP Server.
Schema 2025: Design systems for a new era
As AI accelerates product development, design systems keep the bar for craft and quality high. Here’s everything we announced at Schema to help teams design for the AI era.
Octoverse: A new developer joins GitHub every second as AI leads TypeScript to #1
In this year’s Octoverse, we uncover how AI, agents, and typed languages are driving the biggest shifts in software development in more than a decade.
Securing agentic commerce: helping AI Agents transact with Visa and Mastercard
Cloudflare is partnering with Visa and Mastercard to help secure the future of agentic commerce.
How to find, install, and manage MCP servers with the GitHub MCP Registry
Learn how to bring structure and security to your AI ecosystem with the GitHub MCP Registry, the single source of truth for managing and governing MCP servers.
With Mobius Labs' Aana models, we're bringing deeper multimodal understanding to Dropbox Dash
Dropbox welcomes Mobius Labs to advance Dash’s multimodal AI, integrating Aana’s efficient architecture to enhance photo and video understanding at Dropbox scale.
Half-Quadratic Quantization of large machine learning models
Learn how Half-Quadratic Quantization (HQQ) makes it easy to compress large AI models without sacrificing accuracy—no calibration data required.
The road to better completions: Building a faster, smarter GitHub Copilot with a new custom model
Find out about the latest custom models powering the completions experience in GitHub Copilot.
Zero-config backends on Vercel AI Cloud
Build, scale, and orchestrate AI backends on Vercel. Deploy Python or Node frameworks with zero config and optimized compute for agents and workflows.
AI agents and services on the Vercel Marketplace
Agents and Tools are available in the Vercel Marketplace, enabling AI-powered workflows in your projects with native integrations, unified billing, and built-in observability.
From karaoke terminals to AI résumés: The winners of GitHub’s For the Love of Code challenge
This summer, we invited devs to participate in our hackathon for joyful, ridiculous, and wildly creative projects. Here are the winners of For the Love of Code!
How to update community health files with AI
Have you ever thought about using AI to update community health files for your repositories? This blog shares actionable next steps for doing just that, including a starter kit with a checklist and tutorials on how to create three useful files.
Accelerate developer productivity with these 9 open source AI and MCP projects
GitHub Copilot and VS Code teams, along with the Microsoft Open Source Program Office (OSPO), sponsored these nine open source MCP projects that provide new frameworks, tools, and assistants to unlock AI-native workflows, agentic tooling, and innovation.
Scaling LLM Inference: Innovations in Tensor Parallelism, Context Parallelism, and Expert Parallelism
At Meta, we are constantly pushing the boundaries of LLM inference systems to power applications such as the Meta AI App. We’re sharing how we developed and implemented advanced parallelism techniques to optimize key performance metrics related to resource efficiency, throughput, and latency. The rapid evolution of large language models (LLMs) has ushered in a […]
AI In UX: Achieve More With Less — Smashing Magazine
A simple but powerful mental model for working with AI: treat it like an enthusiastic intern with no real-world experience. Paul Boag shares lessons learned from real client projects across user research, design, development, and content creation.
Copilot: Faster, smarter, and built for how you work now
Discover how GitHub Copilot has evolved from a high-powered autocomplete tool to a powerful, multi-model agentic assistant.
Agents at work, a partnership with Salesforce and Slack
Vercel and Salesforce are partnering to help teams build, ship, and scale AI agents across the Salesforce ecosystem, starting with Slack.
How GitHub Copilot and AI agents are saving legacy systems
GitHub Copilot and AI agents are making legacy COBOL systems accessible to modern developers.
GitHub Copilot CLI: How to get started
Discover how to use GitHub Copilot directly in the terminal. From cloning a repository to opening a pull request, here’s how to streamline your workflow with Copilot CLI.
How to build reliable AI workflows with agentic primitives and context engineering
See how this three-part framework will turn AI into a repeatable and reliable engineering practice.
The Grayscale Problem — Smashing Magazine
From A/B tests to AI slop, the modern web is bleeding out its colour. Standardized, templated, and overoptimized, it’s starting to feel like a digital Levittown. But it doesn’t have to be.
How AI Agents are Evolving Shopify's Product Taxonomy at Scale (2025) - Shopify
Our prior work used Vision Language Models for automatic product classification. This post delves into how AI agents are evolving the taxonomy itself.
Completing urgent fixes anywhere with GitHub Copilot coding agent and mobile
Unlock the full potential of the GitHub platform. See how Copilot coding agent and GitHub Mobile combine to help you tackle development tasks and urgent fixes, no matter where you are.
How GitHub Copilot enabled accessibility governance process improvements in record time
See how we turned weekly accessibility signals into an automated, accountable remediation workflow—powered by GitHub Copilot and cross‑functional collaboration.
Introducing our agentic commerce solutions
Last week, we shared the Agentic Commerce Protocol (ACP), a new open standard that enables programmatic agentic flows. Here are some of the other steps Stripe is taking to build agentic commerce solutions for AI platforms and businesses.
The developer role is evolving. Here’s how to stay ahead.
AI is changing how software gets built. Explore the skills you need to keep up and stand out.
Intent Prototyping: A Practical Guide To Building With Clarity (Part 2) — Smashing Magazine
Ready to move beyond static mockups? Here is a practical, step-by-step guide to Intent Prototyping — a disciplined method that uses AI to turn your design intent (UI sketches, conceptual models, and user flows) directly into a live prototype, making it your primary canvas for ideation.
Building Dash: How RAG and AI agents help us meet the needs of businesses
To meet the challenges of modern work in data-intensive environments, we ultimately turned to retrieval-augmented generation and AI agents.
A practical blueprint for evaluating conversational AI at scale
Building Dropbox Dash taught us that in the foundation-model era, AI evaluations matter just as much as model training.
Evolving our infrastructure through the messaging system model in Dropbox
The MSM helped us build a unified event-driven system capable of orchestrating a wide range of asynchronous tasks and meeting future needs, especially as we focus on AI.
Seventh-generation server hardware at Dropbox: our most efficient and capable architecture yet
This generation represents our most efficient, capable, and scalable architecture yet—and it’ll help us as we continue to build AI products like Dropbox Dash.
Spec-driven development: Using Markdown as a programming language when building with AI
I coded my latest app entirely in Markdown and let GitHub Copilot compile it into Go. This resulted in cleaner specs, faster iteration, and no more context loss. ✨
LLMs Are the Key to Mutation Testing and Better Compliance
Following our keynote presentations at FSE 2025 and Eurostar 2025, we’re delving further into the development of Meta’s Automated Compliance Hardening (ACH) tool, an LLM-based tool for software testing that is automating aspects of compliance adherence at Meta, while accelerating developer and product velocity. By leveraging LLMs we’ve been able to overcome the barriers that […]
Meta 3D AssetGen: Generating 3D Worlds With AI
Imagine being able to use AI to create 3D virtual worlds using prompts as easily as you can generate images. The intersection of AI and VR was one of the biggest topics at Meta Connect this year. In his keynote, Mark Zuckerberg shared his vision of a future where anyone can create virtual worlds using […]
Meta’s Infrastructure Evolution and the Advent of AI
Over the past 21 years, Meta has grown exponentially from a small social network connecting a few thousand people in a handful of universities in the U.S. into several apps and novel hardware products that serve over 3.4 billion people throughout the world. Our infrastructure has evolved significantly over the years, growing from a […]
Developing an open standard for agentic commerce
Today, we announced that Stripe is powering OpenAI’s new commerce experience, Instant Checkout in ChatGPT, and we released the Agentic Commerce Protocol, a new open standard that enables programmatic commerce flows between AI agents and businesses.
Collaborating with Anthropic on Claude Sonnet 4.5 to power intelligent coding agents
Claude Sonnet 4.5 is now available on Vercel AI Gateway and across the Vercel AI Cloud. Also introducing a new coding agent platform template.
An AI Index for all our customers
Cloudflare will soon automatically create an AI-optimized search index for your domain, and expose a set of ready-to-use standard APIs and tools including an MCP server, LLMs.txt, and a search API. For AI builders, Cloudflare will offer a new way to discover and retrieve web content.
Code Mode: the better way to use MCP
It turns out we've all been using MCP wrong. Most agents today use MCP by exposing the "tools" directly to the LLM. We tried something different: Convert the MCP tools into a TypeScript API, and then ask an LLM to write code that calls that API. The results are striking.
Networking at the Heart of AI — @Scale: Networking 2025 Recap
AI is everywhere and, as network engineers, we are right in the thick of it: building the network infrastructure for AI. This year, at our largest @Scale:Networking ever, engineers from Meta, ByteDance, Google, Microsoft, Oracle, AMD, Broadcom, Cisco, and NVIDIA came together to share our latest experiences in architecting, designing, operating, and debugging our AI […]
From Prompt To Partner: Designing Your Custom AI Assistant — Smashing Magazine
What if your best AI prompts didn’t disappear into your unorganized chat history, but came back tomorrow as a reliable assistant? In this article, you’ll learn how to turn one-off “aha” prompts into reusable assistants that are tailored to your audience, grounded in your knowledge, and consistent every time, saving you (and your team) from typing the same 448-word prompt ever again.
Choice: the path to AI sovereignty
As governments around the world eye AI for national transformation, Cloudflare champions AI sovereignty through choice: diverse tools, data control, and no vendor lock-in. We're enabling this in India, Japan, and Southeast Asia, offering local, open-source models on Workers AI, fostering innovation.
To build a better Internet in the age of AI, we need responsible AI bot principles. Here’s our proposal.
We are proposing—as starting points—responsible AI bot principles that emphasize transparency, accountability, and respect for content access and use preferences. These are a launchpad for a larger conversation, and we recognize that there is work to be done to address many nuanced perspectives.
Using AI to map hope for refugees with UNHCR, the UN Refugee Agency
With the help of GitHub, UNHCR turned drone imagery into maps — helping refugees in Kakuma and Kalobeyei build sustainable, powered communities.
Intent Prototyping: The Allure And Danger Of Pure Vibe Coding In Enterprise UX (Part 1) — Smashing Magazine
Yegor Gilyov examines the problem of over-reliance on static high-fidelity mockups, which often leave the conceptual model and user flows dangerously underdeveloped. He then explores whether AI-powered prototyping is the answer, questioning whether the path forward is the popular “vibe coding” approach or a more structured, intent-driven approach.
Helping protect journalists and local news from AI crawlers with Project Galileo
We are excited to announce that Project Galileo will now include access to Cloudflare's Bot Management and AI Crawl Control services. Participants in the program, which include roughly 750 journalists, independent news organizations, and other non-profits supporting news-gathering around the world, will now have the ability to protect their websites from AI crawlers - for free.
Building unique, per-customer defenses against advanced bot threats in the AI era
Cloudflare is doing anomaly detection like never before. Today, we’re sharing how we build and deploy bespoke, per-customer models to detect traffic anomalies and catch more sophisticated bots in bot management and Super Bot Fight Mode. As we develop a new generation.
Cloudflare Confidence Scorecards - making AI safer for the Internet
Cloudflare Confidence Scorecards are now live in the Application Library. Get transparent risk ratings for SaaS and Gen-AI apps.
Deploy your own AI vibe coding platform — in one click!
Introducing VibeSDK, an open-source AI "vibe coding" platform that anyone can deploy to build their own custom platform. Comes ready with code generation, sandbox environment, and project deployment.
A step-by-step guide to modernizing Java projects with GitHub Copilot agent mode
Learn how to use GitHub Copilot agent mode to modernize legacy Java projects with guided upgrades, automated fixes, and cloud-ready migrations.
Gartner positions GitHub as a Leader in the 2025 Magic Quadrant for AI Code Assistants for the second year in a row
Our commitment is to empower every developer and stay true to our north star by building an open, secure, and AI-powered platform that defines the future of software development.
The branding for Intercom’s AI summit looks like an alien superbloom
For the customer service and AI event Pioneer, Intercom’s designers used Figma to create a visual language of surreal flowers and shape-shifting pollen.
The Psychology Of Trust In AI: A Guide To Measuring And Designing For User Confidence — Smashing Magazine
With digital products moving to incorporate generative and agentic AI at an increasingly frequent rate, trust has become the invisible user interface. When it works, interactions feel seamless. When it fails, the entire experience collapses. But trust isn’t mystical. It can be understood, measured, and designed for. Here are practical methods and strategies for designing more trustworthy and ethic
5 ways to integrate GitHub Copilot coding agent into your workflow
Already know the basics of GitHub Copilot coding agent? Here are five ways to offload chores, tackle tech debt, and keep your workflow moving fast.