Amplify Initiative: Localized data for globalized AI

May 2, 2025

Building a more accessible GitHub CLI

<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd"> At GitHub, we’re committed to making our tools truly accessible for every developer, regardless of ability or toolset. The command line interface (CLI) is a vital part of the developer experience, and the GitHub CLI is our product that brings the power of GitHub to your terminal. When it comes to accessibility, the terminal is fundamentally different from a web browser or a graphical user interface, with a lineage that predates the web itself. While standards like the Web Content Accessibility Guidelines (WCAG) provide a clear path for making web and graphical applications accessible, there is no equivalent, comprehensive standard for the terminal and CLIs. The W3C offers some high-level guidance for non-web software, but it stops short of prescribing concrete techniques, leaving much open to interpretation and innovation. ...

May 2, 2025

Unstoppable Force and Immovable Object

May 2, 2025

AMIE gains vision: A research AI agent for multimodal diagnostic dialogue

May 1, 2025

MCP Demo Day: How 10 leading AI companies built MCP servers on Cloudflare

Today, we're excited to collaborate with Anthropic, Asana, Atlassian, Block, Intercom, Linear, PayPal, Sentry, Stripe, and Webflow to bring a whole new set of remote MCP servers, all built on Cloudflare, to enable Claude users to manage projects, generate invoices, query databases, and even deploy full stack applications — without ever leaving the chat interface. Since Anthropic’s introduction of the Model Context Protocol (MCP) in November, there’s been more and more excitement about it, and it seems like a new MCP server is being released nearly every day. And for good reason! MCP has been the missing piece to make AI agents a reality, and helped define how AI agents interact with tools to take actions and get additional context. ...

May 1, 2025

Synchronous vs Asynchronous Communication: When to Use What?

A system's usefulness depends heavily on its ability to communicate with other systems.  That’s true whether it’s a pair of microservices exchanging user data, a mobile app fetching catalog details, or a distributed pipeline pushing events through a queue. At some point, every system has to make a call: Should this interaction happen synchronously or asynchronously? That question surfaces everywhere: sometimes explicitly in design documents, sometimes buried in architectural decisions that later appear as latency issues, cascading failures, or observability blind spots. It affects how APIs are designed, how systems scale, and how gracefully they degrade when things break. ...

May 1, 2025

Taking the plunge: Why Meta is laying the world’s longest subsea cable

Meta develops infrastructure all across the globe to transport information and content for the billions of people using our services around the world. At the core of this infrastructure are aggregation points – like data centers – and the digital cables that connect them. Subsea cables – the unseen digital highways of the internet – are critical for Meta to serve people wherever they are in the world. In fact, more than 95% of the world’s intercontinental traffic goes through subsea cables. ...

May 1, 2025

Twelve new MCP servers from Cloudflare you can use today

You can now connect to Cloudflare's first publicly available remote Model Context Protocol (MCP) servers from Claude.ai (now supporting remote MCP connections!) and other MCP clients like Cursor, Windsurf, or our own AI Playground. Unlock Cloudflare tools, resources, and real time information through our new suite of MCP servers including: Server Description Cloudflare Documentation server Get up to date reference information from Cloudflare Developer Documentation Workers Bindings server Build Workers applications with storage, AI, and compute primitives Workers Observability server Debug and get insight into your Workers application’s logs and analytics Container server Spin up a sandbox development environment Browser rendering server Fetch web pages, convert them to markdown and take screenshots Radar server Get global Internet traffic insights, trends, URL scans, and other utilities Logpush server Get quick summaries for Logpush job health AI Gateway server Search your logs, get details about the prompts and responses AutoRAG server List and search documents on your AutoRAGs Audit Logs server Query audit logs and generate reports for review Digital Experience Monitoring server Get quick insight on critical applications for your organization Cloudflare One CASB server Quickly identify any security misconfigurations for SaaS applications to safeguard applications, users, and data … all through a natural language interface! ...

May 1, 2025

Benchmarking LLMs for global health

April 30, 2025

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). Today, we’re announcing two new capabilities: Streamable HTTP Transport: The Agents SDK now supports the new Streamable HTTP transport, allowing you to future-proof your MCP server. Our implementation allows your MCP server to simultaneously handle both the new Streamable HTTP transport and the existing SSE transport, maintaining backward compatibility with all remote MCP clients. ...

April 30, 2025