
Gisting: Compressing LLM Agent context to ↑ throughput and ↓ cost (2026) - Shopify
Gisting compresses context into a set of learned tokens, preserving its quality while making the model faster and cheaper.
1,048 articles published in 2026.

Gisting compresses context into a set of learned tokens, preserving its quality while making the model faster and cheaper.

Platforms like DoorDash, Meta, and Deel are already paying global workers in stablecoins. We surveyed 2,300 workers in 20 countries to see what's driving stablecoin demand, where the opportunity is highest, and how other platforms can adapt.

AI Gateway, now generally available, ensures availability when a provider fails, avoiding low rate limits and providing consistent reliability for AI workloads.

We’re updating Vercel’s Pro plan to better align with how modern teams collaborate and how applications consume infrastructure, and how workloads are changing shape with AI.

Learn how to implement high-performance personalization with Next.js and Vercel. Discover best practices, avoid common pitfalls, and deliver fast, scalable, and revenue-driving ecommerce experiences without sacrificing speed or user experience.

Vercel Agent now works in Slack. Mention @Vercel to diagnose incidents, review PRs, and ship approved changes without leaving the conversation. In public beta for Pro and Enterprise teams.

RFC 9234 lets routers reject route leaks on their own, using BGP Roles and the Only to Customer attribute. We measured who has deployed it, and found two Tier 1 networks unexpectedly stripping OTC.

This blog post is a walkthrough of High Availability of PostgreSQL in Kubernetes, using PG Operator. Read to know more.

Explore CYBERTEC PG Operator resources, including documentation, tutorials, guides, and technical material for running PostgreSQL on Kubernetes.

As demand for AI continues to grow, so does the infrastructure needed to support it.

Vercel is running a two-week, public HackerOne program with up to $1,000,000 in bounties for researchers who can escape a Vercel Sandbox.

Lea's pushing back on light/dark mode implementations that display three state options for visitors: light, dark, and system. Dark mode toggles: two states are enough originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

Chat is great for intent, but agent work gets lost in the scroll. Here is how I use canvases with my agentic workflows—and why your workflow also deserves a canvas.

Two new product upgrades make it easy for global businesses to manage FX entirely on Stripe. We’re expanding multicurrency settlement to more markets and currencies, and we’re introducing the ability to convert currencies instantly—all on Stripe.

Cloudflare Gateway identifies MCP requests using protocol-level heuristics. Security teams can use that signal to find shadow MCP traffic, enforce Portal-only access for approved servers, and block direct connections on managed network paths.

Introducing Cloudflare Access for Workers. Attach an Access policy directly to a Worker and it applies everywhere that Worker runs — routes, custom domains, workers.dev, and previews — automatically.

Plus, how to style skeleton UIs, how to enable diagonal scrolling, how images can overflow themselves, and yet, still more. Basically, how to do a lot of really cool (CSS) stuff. What’s !important #17: Custom Highlight API, CSS Navigation Matching, Fixing text-stroke, and More originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

See how four GitHub agent apps can help you scope, secure, roll out, and ship a feature across the SDLC–all without leaving GitHub.

Cloudflare's data shows a clear impact on Internet traffic from Iceland to Spain and Portugal, following the path of totality of the total solar eclipse that occurred on August 12, 2026.

Cloudflare's Certificate Transparency Monitoring is now generally available. The biggest change: we no longer email you about certificates Cloudflare issued for your domain, so when an alert lands in your inbox, it's worth a look.

Análisis técnicos profundos, actualizaciones de productos y conocimientos de los equipos que ayudan a construir una Internet mejor.

Here you can find our actual PostgreSQL Jobs & Opportunities. Check out our current open jobs at CYBERTEC.

With AI, speed comes easy, but so does tech debt. That’s why the best teams don’t just ship something fast; they consider it carefully, build it efficiently, and make it stand out.

Now you can author skills for our agent, directly in Figma, to put your point of view to work. Here are 10 of our favorites to get you started.

The GitHub Universe session catalog is live. Explore interactive workshops, community talks, demos, and panels. Plus, register before August 19 to save $300.

See how the open source projects in Session 4 of the GitHub Secure Open Source Fund combined AI-assisted workflows, maintainer expertise, GitHub security tools, expert guidance, and funding to improve project security.

New EU guidelines, why AI sparkles aren’t enough, when AI labels are required, and what the rules mean for AI-powered features and products.

TL;DR: LLM predictions can stand in for human outcomes in A/B tests, but only by assumption, not by design....

Meet Vercel’s winter 2026 interns and see how they shipped production features across the CDN, v0, financial infrastructure, AI Gateway, and more.

The warning is correct. And the recommended fixes you've probably seen are wrong. Here's what you can do instead to properly fix the issue. Blocked aria-hidden: The Warning is Right, and Every Fix You’ve Found is Wrong originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

CYBERTEC PG Operator is an open-source Kubernetes operator for PostgreSQL, with Multi-site Clusters for cross-site replication and automated failover.

In July, we experienced eight incidents that resulted in degraded performance across GitHub services.

Learn how to write your first prompt in the GitHub Copilot app, choose the right context and model, and start your first task with confidence.

AI contributors are already in your queue. AutoGPT maintainer Nicholas Tindle shares the repo instructions, gates, and boundaries that keep maintainers in control.

WhatsApp is committed to helping people stay safe while protecting the privacy of their messages. As scam tactics evolve — from impersonation to social engineering to AI-generated lures — we’re always evolving as well, so that our protections stay ahead of scammers while protecting people’s personal messages with end-to-end encryption. Today, we’re sharing an early […]

We rebuilt our mobile end-to-end testing framework with a strict API and computer vision, raising test stability drastically.

How we migrated the build warm pool, one of the most critical services at Vercel, from Redis to DynamoDB live in production, through feature-flagged phases with a rollback at every step.

We built a software factory that autonomously processes issues and PRs for the AI SDK, with humans in control of every merge. Four weeks in, it authors 25-40% of merged PRs.

In the first half of 2026, Cloudflare detected a 519% surge in hyper-volumetric DDos attacks across its network. These attacks were driven heavily by DNS and CLDAP reflection vectors. This report breaks down how major geopolitical conflicts reshaped the global cyber threat landscape.

This blog talks about Disaster recovery and Failback in PostgreSQL using Crunchy PGO. It has some detailed steps to understand better.

The Figma Data Science team assumed that AI saves users time—but quantifying it required a new approach to research design.

Developers are owning more of the delivery system around code, not just code itself. Join us during GitHub Universe to meet other devs, learn something new, and explore what’s next.

When tasked with building a highly interactive, tactile web experience, the architecture must serve the art direction. In this article, Alexey Kopytin explains their architectural rationale for building a digital stress-relief squeeze toy game using Lottie animations, DOM events, and distance-based math to maintain absolute control over their designers’ intentional motion.

AI companies are undergoing rapid global expansion while achieving unprecedented rates of growth. We analyzed Stripe data to understand where global demand is the strongest, and how companies can build to best capture that demand.

Open-weight models that allow perform offensive research present an emerging cybersecurity challenge. But you do not need to wait for specialized models to begin defensive cybersecurity work.

The AI Gateway production index covering data from July 2026: DeepSeek became the second-largest lab by token volume; Anthropic held 65% of spend at more than twice the average price per token

Our latest Agents Week has come to a close. Here’s a recap of all the announcements we made, from Wallets to Radar.

Cloudflare for Government achieves FedRAMP Class D (High) Certified status. We also announce our commitment to pursue DoD IL4 authorization. Cloudflare brings world-class security, performance, and developer products to the public sector.

Border images are an overlooked feature. One neat fact is that border image slices can run across entire borders on an element, and animating it creates beautiful effects. Animating CSS border-image originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

Smashing Magazine’s in-person conferences are back and returning to the wonderful city of Freiburg next month, September 7–10. SmashingConf Freiburg 2026, September 7-10 originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

Enterprise Java developers have a new superpower—drive GitHub Copilot from idiomatic Java code with annotations, virtual threads, and more.

Running untrusted code safely requires more than separating it from the host. You also have to control what that code can reach.

Cloudflare is shifting bot mitigation from point-in-time Risk assessment to continuous Trust evaluation. Learn how new good and bad behaviors from bots and agents are assessed by our systems, including BotBase and Precursor — and try out our Precursor Trace simulation to see how your own cursor movements would be assessed as human or bot.

Cloudflare is unifying AI Gateway and Workers AI into a single control plane, giving developers observability, billing, and dynamic routing across both managed GPUs and external providers. Learn how unified bindings and model-first routing simplify building resilient AI applications.

We are launching updated community programs, including Cloudflare Ambassadors and Community Engineers, backed by $1M in open-source funding. Learn how we are supporting maintainers and scaling our developer community.

Cloudflare Radar Researcher is a new AI-powered tool that lets you explore global Internet trends and traffic data using plain language. Built entirely on Cloudflare's Developer Platform, it turns natural language queries into real, interactive charts.

There's a lot of nuance to the <dialog> element, a seemingly little piece of web architecture. I've got some notes from digging into it. Using and Styling the Dialog Element originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.


The gap between “you need a library for this” and “the browser does this” keeps closing. A practical guide to auditing your dependencies and finding what the web platform can now handle for you.

Agents are a new kind of visitor. They don't render CSS or click ads, but they have a paying human on the other end. Block them and you block your customer. We're building the open tools and protocols so publishers and agents can cooperate and not collide.