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If you’ve spent any time poking around the AIE World’s Fair 2026 website, you may have come across the llms.md page. If you’ve clicked the link, you may have an idea of the page’s purpose already. There is a distinct shift from energetic copy text, neat layouts, and advanced styling to focused, accu
Redux effects are middleware — thunks dispatching thunks, sagas yielding sagas, observables piping into more observables. Every async operation becomes a dispatch chain that resolves at arbitrary times with no ordering guarantee. SDuX Vault™ eliminates middleware entirely. Asynchronous inputs resolv
Teams are rushing to make their internal tools available to agents. That is good. It is also where a lot of design mistakes begin. The question usually shows up like this: Should we expose this as an MCP server, or should the agent just use our CLI? That framing makes it sound like one option is mor
Most "add an AI assistant to my app" tutorials stop at the demo. They show you how to call an LLM and print the response, then leave the production plumbing — error mapping, input validation, retry handling, observability — as an exercise for the reader. This example takes the opposite path: a small
Cloudflare’s new Attribution Business Insights dashboard helps website owners understand crawler behavior, appetite, and potential value, fueling business-level conversations around crawl compensation.
Shrinking Your Flutter App: Dynamic Asset & Feature Delivery on Android with Play How I shipped a 60 MB video, a full images/audio library, and an entire Zoom SDK without bloating the base APK — using Google Play Asset Delivery and Play Feature Delivery from Flutter. Every megabyte you add to your a
The dashboard could display drafts. It could not create them. You watched the queue and waited for a cron job to fire, or you SSH'd into the server and ran the generator manually. For a tool that is supposed to let you manage content, that is a fundamental gap. The fix is a single endpoint: POST /ap
For our second Content Independence Day, we’re giving website owners finer options to manage AI traffic. Instead of a one-size-fits-all block, all customers can now easily distinguish and manage Search, Agent, and Training bots, alongside the new ability to protect ad-monetized pages.
Cloudflare has no mobile app. So I built CF Dash — a companion for managing Cloudflare on the go, built with Flutter and available on iOS and macOS. This post covers why I built it, how it works, and what you can do with it. It was 3 AM on a Sunday. My phone buzzed — a Cloudflare alert: my origin se
Search is how we find nearly everything on the web — creators, merchants, answers. AI is rewriting the rules, leaving creators caught between staying discoverable in an agentic era and getting paid for their work. Today we're launching two initiatives to help.
Cassie Shum discusses the architectural evolution of GraphRAG and why data foundations are critical for advanced AI workflows. She explains how traditional vector RAG falls short when addressing global context, multi-hop reasoning, and provenance. She shares enterprise strategies for building semant
One year after declaring Content Independence Day, a dynamic market for monetized content has officially emerged. In this report, we examine how the rise of autonomous AI agents is upending traditional search referrals and detail the new infrastructure required to support a sustainable web economy.
I’m at the AI Engineer conference in San Francisco this week. The event has every major brand-name sponsor you’d expect, a lineup of internet-famous project maintainers on stage, and a massive schedule covering which more or less has something for everyone. It’s easy to get lost in the noise. I spen
In January 2021, an attacker added a single line of code to a popular bash script. Tens of thousands of The post The call is coming from inside your pipeline: the anatomy of a Codecov attack appeared first on The New Stack.
Instacart redesigned its personalized marketing system using a configuration-driven multi-tenant architecture on Storefront Pro. The system replaces retailer-specific implementations with a shared execution engine, enabling scalable personalization, faster configuration propagation in under a minute
We're opening the waitlist for our Monetization Gateway, which will allow you to charge for any web page, dataset, API, or MCP tool behind Cloudflare. The charges will settle in stablecoins over the x402 open protocol, with no payments stack of your own to build.
Despite the rise of Python, R, notebooks, cloud warehouses, and custom analytics platforms, Power BI remains one of the most important tools in my data workflow. I do not see it as a replacement for code, and I would not use it to train a model or manage heavy data engineering logic. But I have lear
Canada just produced the biggest Series A in its defence history. The money is going into autonomous drones and the software to run a war in the Arctic. Dominion Dynamics, an Ottawa defence-technology company, has raised CA$139mn ($100mn) in a Series A round. The raise is the largest of its kind in
The rapid expansion of AI infrastructure seems to have brought data centers into a new phase of global development, with growing attention on computing power, digital capacity, and speed to deployment. Alongside that momentum, ER Steel observes another conversation gaining importance: the challenge
A Silicon Valley startup says it has built a pharmacy with no pharmacist behind the counter. Sealed bottles go in, filled and checked prescriptions come out, in about a minute. The company, Queue, came out of stealth on Tuesday with a working machine and fresh money. It has raised a $12.6mn seed rou
