Cloudflare Blog
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Cloudflare Blog
Teknik derinlemesine analizler, ürün güncellemeleri ve daha iyi bir İnternet inşa etmeye yardımcı olan ekiplerden içgörüler.
GitHub for Beginners: Your roadmap to mastering the GitHub essentials
New to GitHub? This beginner’s guide explains version control, repositories, and pull requests—plus everything else you need to start working confidently on GitHub.
Exploring Hierarchical Interest Representation For Meta Ads Deep Funnel Optimization
Hierarchical Interest Representation is a research area for Meta Ads. We’re exploring an upstream representation layer over the universe of Ads entities – users, advertisers, products, services – learning unified embeddings that connect users’ inferred interests with the breadth of what advertisers offer in their deep funnel ads. The innovations in Hierarchical Interest Representation are […] Read
No, People Don’t Want More AI In Their Life — Smashing Magazine
Many companies assume everyone craves new AI features. But the reality is that most people don
How Speechify serves 500,000 dynamic pages to 60 million users on Vercel
What’s !important #15: Boundary-aware CSS, Time-based CSS, Full-bleed CSS, and More
Read all about boundary-aware CSS, accessible grid lanes, time-based web designs, full-bleed, the customizable select, and new web platform features.
How SQL/PGQ Rewrites to Joins on PostgreSQL 19
This blog post discusses how SQL/PGQ acts as Joins in PostgreSQL 19 with some walkthrough examples and limitations.
DSLs Enable Reliable Use of LLMs
LLMs generate code incredibly fast, but to ensure they generate exactly what is intended, they need clear boundaries. Abstractions and Domain-Specific Languages (DSLs) provide a strong harness that guides LLMs right from the start. The example of Tickloom - a domain model and DSL for illustrating distributed system behavior - shows how we can use an LLM as a partner to iteratively build a DSL and
Inside Shopify Hack Days: Building a prototype for music-playing pages (2026) - Shopify
Hack Days are a core part of Shopify’s experimentation culture. Here’s one project that made product pages sing.
Shipyard: How We Built Slack’s Next-Generation EC2 Platform
Over the past few years, we’ve been on a journey to modernise how we run Amazon Elastic Compute Cloud (EC2) instances at Slack. In our first post, Advancing Our Chef Infrastructure, we shared how we moved from a single Chef stack to a resilient, multi-stack setup with versioned cookbook deployments and safer promotion workflows. This…
Building Slack agents can be easy
Build and deploy Slack agents in a single session. This skill handles configuration, secrets, and deployment, taking you from idea to production with just a conversation with your coding agent.
Introducing Precursor: detecting agentic behavior with continuous client-side signals
Precursor, our new continuous behavioral validation engine for bot management, offers visibility into how humans and bots actually interact across the full user journey. By turning session-level behavior into bot detection signals, it identifies advanced automation with higher precision — while reducing friction for legitimate users.
Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler
TL; DR At Meta’s scale, a few milliseconds of latency degradation can have a significant negative impact on ads performance. When a Linux kernel upgrade risked regressing latency across Meta’s ad serving fleet, we turned to sched_ext — the upstream, BPF-based extensible scheduling framework — to build a scheduling policy customized to the Ads delivery […]
Open-weight models surge to 29% of volume, price per token flattens
The AI Gateway production index covering data from June 2026: Open-weight models increased to a third of all token volume; Anthropic continues to dominate spend with 61%
Improving Smart Tiered Cache for Public Cloud Regions
Smart Tiered Cache allows for precise upper tier selection for origins hosted on AWS, GCP, Azure, and Oracle Cloud with customer-provided cloud region hints.
How Decagon uses AI for design system saturation
The fast-growing customer experience platform explains how Figma MCP and Figma Make helped them scale a new design system and keep pace with customer requests.
Better tools made Copilot code review worse. Here’s how we actually improved it.
How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evidence.
From Kickoff To First Concept: How To Turn Brand Strategy Into Visual Direction — Smashing Magazine
The strongest visual concepts don’t start in Figma. They start with the right questions. Explore the pre-concept phase of brand identity design, where teams research brand context, uncover hidden assumptions with stakeholders, and turn shared direction into a visual foundation before a single concept is created.
Why we cannot wait for better post-quantum signature algorithms
NIST is advancing nine new post-quantum signature algorithms as potential candidates for future standardization. We take a closer look at all of them, and argue that while they are in the works and show great potential, we should use ML-DSA for now — the best one currently available.
GPT-5.6 is now available in Figma Make
With accurate first results and fast iterations, OpenAI's GPT-5.6 gives your builds a strong start in Figma Make.
How to keep design teams steady through constant change
Design leader Jen Dunnam offers her advice for this new age of AI—from building a strong team to how to think about speed.
How GitHub gave every repository a durable owner
GitHub had over 14,000 repositories. Fewer than half had clear ownership. Here’s how we gave every active repository a validated owner in under 45 days, archived the rest, and made ownership the foundation for everything that followed.
Designing For Distressed Users: Why Mental Health Apps Shouldn’t Follow Every UI Fashion — Smashing Magazine
Many UI trends are designed to capture attention and signal innovation, but those goals often conflict with the needs of mental health apps: reducing cognitive strain, fostering trust, and providing a sense of refuge. Kat Homan introduces an evaluation framework that helps designers assess whether trendy visual and interaction patterns support or undermine the unique goals of mental health experie
Introducing Meerkat- an experiment in global consensus
Cloudflare Research is building a global consensus service called Meerkat that uses a new consensus algorithm called QuePaxa. We plan to use Meerkat to build a strongly consistent, fault-tolerant key-value store, and other applications.
Automating cross-repo documentation with GitHub Agentic Workflows
Explore how the Aspire team turns merged product changes into SME-reviewed docs pull requests, closing the gap between release and documentation.
GitHub availability report: June 2026
In June, we experienced six incidents that resulted in degraded performance across GitHub services.
How GitHub Copilot enables zero DNS configuration for GitHub Pages
Go from an empty repository to a live custom domain with HTTPS in about 14 minutes, without manually editing a single DNS record.
Cloudflare proudly joins the UK government's Cyber Resilience Pledge
The pledge is a voluntary framework inviting organizations to commit to foundational cyber security governance, board-level accountability, and supply chain rigor. For over a decade, Cloudflare has pioneered the core pillars of this framework: democratizing security, leadership accountability, and radical transparency.
Quick Hit #159
Firefox 154 (Nightly) will ship text-box, text-box-trim, and text-box-edge, making them Baseline.
Q1 2026 Innovation Graph update: Open source collaboration is accelerating worldwide
New Innovation Graph data shows global developer communities growing faster than ever, with collaboration reaching new highs across many economies.
Meet Kirki: WordPress’s First Visual Builder With An Infinite Canvas — Smashing Magazine
We have been building websites inside boxes for years on WordPress. Let’s take a closer look at [Kirki](https://kirki.com/), the first freeform visual builder with an infinite canvas, and explore how it redefines the experience with cleaner performance, full design freedom, and zero plugin dependency.
Vercel acquires Better Auth to accelerate open source auth
Vercel is acquiring Better Auth, the open source TypeScript auth library. It stays free and MIT licensed as the team builds identity for the agent era.
Your Worker can now have its own cache in front of it
We are launching Workers Cache, a regionally tiered cache that sits directly in front of your Worker entrypoints. Infinitely composable, configured via standard HTTP headers
Quick Hit #158
Safari TP 247 becomes the first to trial calc-mix(), which returns a progress point between two values.
Why pg_hardstorage has no incremental chain
This blog explores why pg_hardstorage has no incremental chain and the architecture design of pg_hardstorage.
Getting Started with Anchor Positioning
For decades, one of the most notoriously-challenging problems on the web has been sticking one element to another element, for things like tooltips and nested menus. The CSSWG has decided to provide a first-class solution to this problem, and it’s pretty friggin’ cool! In this tutorial, I’ll share the most useful parts I’ve found from this modern CSS feature.
Quick Hit #157
Chrome 150 becomes the first to ship animatable zoom, flex-wrap: balance, overscroll-behavior: chain (chaining with no overscroll), named-feature(), corner
Mechanical Sympathy
Users Don’t Need More Tools: They Need Seamless Integrations — Smashing Magazine
A closer look at why users don’t need more tools in their daily lives. What they need are seamless integrations of useful features to match already existing, established mental models. Brought to you by Design Patterns For AI Interfaces, **friendly video course on UX** and design patterns by Vitaly.
Quick Hit #156
Chrome 150 implements comma-separated container queries as well as <image> support for light-dark(), following Firefox support.
Issue no.17: Build with joy
Figma’s editorial newsletter about how products take shape—and shape our world.
Future Of Software Development
How GitHub used secret scanning to reach inbox zero
GitHub had 20,000+ secret scanning alerts across 15,000 repositories. Here’s how we separated signal from noise, built remediation workflows, and reached inbox zero in nine months.
Matching AI Modality To User Intent: Designing The Right Interface — Smashing Magazine
We’ve fallen into conversational tunnel vision, defaulting every AI capability into a chat-based interface simply because LLMs are trained on dialogue data. But great UX is about matching modality to users’ context, intent, and cognitive load, so the interface adapts to the user, not the other way around.
March 2020
Vercel's changelog for March 2020
How to build scalable AI applications
Explore AI integration strategies with Vercel's AI SDK. Learn to choose providers, optimize performance, and future-proof your apps. Discover tools for seamless AI deployment and scalability.
new.website joins forces with v0
v0 and new.website have joined forces to shorten the path from prototype to production for websites and web apps.
How we run Vercel's CDN in front of Discourse
Vercel Community uses Vercel as a CDN in front of monolithic servers like Discourse or Wordpress. Use microfrontends to incrementally migrate to a new app.
ZEIT is now Vercel
Today, we have some very special news regarding the evolution of our company.
Introducing Vercel Drains: Complete observability data, anywhere
Vercel Drains give you a single way to stream observability data out of Vercel and into the systems your team already rely on.
Vercel Agent can now run AI investigations
Vercel Agent Investigation intelligently conducts incident response investigations to alert, analyze, and suggest remediation steps
Model Context Protocol (MCP) explained: An FAQ
Model Context Protocol (MCP) is a new spec that helps standardize the way large language models (LLMs) access data and systems, extending what they can do beyond their training data.
7 AI features you can add to your app today
Discover how AI is transforming businesses with Vercel. Learn about easy LLM integration, 7 game-changing applications, and how to implement AI features to boost user experience and growth.
The real serverless compute to database connection problem, solved
Serverless compute does not mean you need more database connections. The math is the same for serverful and serverless. The real difference is what happens when functions suspend. We solve this issue with Fluid compute.
Announcing SvelteKit Auth: Bringing NextAuth.js to all frameworks
SvelteKit Auth is a simple, low configuration authentication library for SvelteKit applications, with support for many popular OAuth providers.
Powering a serverless Web: Vercel joins AWS Marketplace
Powering a serverless Web: Vercel joins the AWS Marketplace
You can just ship agents
Vercel AI Cloud combines unified model routing and failover, elastic cost-efficient compute that only bills for active CPU time, isolated execution for untrusted code, and workflow durability that survives restarts, deploys, and long pauses.
Next.js 6 and Nextjs.org
Next.js 6 features zero-configuration static exports, App Component, Babel 7 and more
August 2020
Vercel's changelog for August 2020