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Year 2026

1,048 articles published in 2026.

AI & ML — Give any website a WebMCP interface

Give any website a WebMCP interface

Today we're launching a developer preview of WebMCP on Cloudflare. With one switch, any site becomes usable by browser AI agents — no new APIs, no origin changes — while the human stays in control and creators keep their traffic.

WRWill RoweWill Rowe·August 6, 2026AI & ML
SRE & Ops — The next generation of MCP

The next generation of MCP

The next version of MCP has a rewritten, stateless core that just works on Workers. We cover upgrades to the protocol, the new feature lifecycle and SDK migration path, and hear from early adopters already running it in production.

MCMatt CareyMatt Carey·August 6, 2026SRE & Ops
Security — How we took malware advisories beyond npm

How we took malware advisories beyond npm

GitHub malware advisories no longer stop at npm. Here’s how we wired OpenSSF’s malicious-packages data into the Advisory Database, and why we built the pipeline paranoid.

AKAnkit Kumar HoneyAnkit Kumar Honey·August 6, 2026Security
AI & ML — Introducing Agent Plugins

Introducing Agent Plugins

Agent Plugins 1.0.0 is an open, vendor-neutral specification for packaging Agent Skills and MCP servers into distributable plugins that compatible AI agent clients can discover and load.

VVercel·August 6, 2026AI & ML
Engineering — WriteGuard: Fine-grained controls for MCP Servers

WriteGuard: Fine-grained controls for MCP Servers

At Cloudflare, we knew we could not depend on every employee to configure every agent perfectly or watch every tool call. Before expanding write access across our own internal MCP servers, we built WriteGuard. We are now bringing those controls to Cloudflare MCP server portals through a private beta.

SRScott Roe Meschke, KennyScott Roe Meschke, Kenny·August 5, 2026Engineering
Architecture — The Agent Access Model

The Agent Access Model

The Agent Access Model proposes a new architecture to secure task-scoped agents using strict identity brokering, continuous mediation, and stateful trust.

SSilverlockSilverlock·August 5, 2026Architecture
AI & ML — How we’re rethinking work at Cloudflare with Cloudflare OS

How we’re rethinking work at Cloudflare with Cloudflare OS

We built Cloudflare OS to equip our teams to safely rethink how they get work done with AI. The platform brings together the best of our technologies, from our Compute primitives to our Zero Trust suite. This post walks through our journey to give our users the best AI tools available.

SSamSam·August 5, 2026AI & ML
SRE & Ops — From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking

From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking

Every day, Meta’s recommendation platforms handle billions of user interactions, generating rich temporal signals that capture individual preferences and intent across products, ads, and content. In our 2024 post on sequence learning for ads recommendations, we showed how modeling the order and timing of user actions (rather than relying on static, manually engineered sparse features) […] Read Mor

CWChris Wiltz·August 5, 2026SRE & Ops
Design & UX — Introducing the new v0 API

Introducing the new v0 API

Today we're introducing the new v0 API: programmatic, headless access to v0's app-building agent. Send a prompt and v0 generates an app, starts a dev server in a Vercel Sandbox, and gives you a preview URL you can embed in your own UI.

VVercel·August 5, 2026Design & UX
Distributed — Introducing: Cloudflare Agents

Introducing: Cloudflare Agents

Cloudflare Agents brings all of your deployed agent sessions into a single experience, surfacing key information and insights into how your agents perform at scale.

NMNevi, Matt SimpsonNevi, Matt Simpson·August 4, 2026Distributed
AI & ML — How Cloudflare enforces engineering standards using AI

How Cloudflare enforces engineering standards using AI

We created the Cloudflare Codex, a governed body of engineering standards that AI agents consume across the development lifecycle. By pairing structured RFCs with agentic reviews, teams automatically enforce consistency across code, specs, and incident reports.

TRTimo ReimannTimo Reimann·August 4, 2026AI & ML
Frontend — Workers RPC now works across Python and JavaScript

Workers RPC now works across Python and JavaScript

One coding agent can write a Python Worker and another can write a JavaScript Worker. At runtime, those Workers can exchange references to live objects and call their methods without defining APIs, schemas, or serialization code.

DGDominik, Gyeongjae ChoiDominik, Gyeongjae Choi·August 3, 2026Frontend
AI & ML — GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model

GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model

Meta’s Generative Ads Recommendation Model (GEM), the foundation model behind ads recommendations across Instagram and Facebook, now trains at LLM scale on several thousand of the latest-generation GPUs. This post goes into the details on how we achieved: doubling end-to-end (E2E) training efficiency to 20–25% Model FLOPs Utilization (MFU) while scaling training FLOPs 4x in […]

CWChris Wiltz·August 3, 2026AI & ML
Security — Welcome to Agents Week

Welcome to Agents Week

Agents Week explores how cloud infrastructure must evolve to serve autonomous agents rather than human browsers. Join us as we unpack the storage, execution, and security primitives needed for an agent-native web.

RRitaRita·August 2, 2026Security
Engineering — Blog Cloudflare

Blog Cloudflare

Szczegółowe analizy techniczne, aktualizacje produktów oraz spostrzeżenia zespołów, które pomagają tworzyć lepszy Internet.

LYLai Yi Ohlsen, AjLai Yi Ohlsen, Aj·July 31, 2026Engineering
AI & ML — AI fluency isn't the finish line

AI fluency isn't the finish line

Ninety percent of product builders say AI skills are essential to their future success. But what if we’re focused on the wrong ones?

AHAndrew Hogan·July 31, 2026AI & ML
AI & ML — Introducing the new Vercel Agent

Introducing the new Vercel Agent

Today we are expanding access to Vercel Agent: an AI agent that safely and autonomously investigates incidents, fixes builds, and reviews PRs on your production

VVercel·July 30, 2026AI & ML
Security — Post-quantum authentication to origins is now supported

Post-quantum authentication to origins is now supported

Cloudflare now supports post-quantum (PQ) authentication when connecting to customer origin servers via Authenticated Origin Pulls and Custom Origin Trust Store. This is the first step towards providing PQ authentication for all Cloudflare products.

LKLuke, Kevin GuthrieLuke, Kevin Guthrie·July 29, 2026Security