How to evaluate LLMs before production
These are the lessons we learned evaluating LLMs for real-world secret scanning. The post How to evaluate LLMs before production appeared first on The GitHub Blog.
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AI & Web
Browsers, standards, development, AI, cybersecurity, CMS, search and infrastructure: a press review built from official feeds published by leading Web organizations.
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AI & Web
20 publications
Say it once: introducing Bot Preference Sync
Cloudflare's new Bot Preference Sync automatically aligns your robots.txt file with your AI bot policies for Search, Agent, and Training. Easily manage which bots access your content without maintaining static files.
AI Creates Opportunity While Artists Ship at WordCamp US 2026
WordCamp US (WCUS) 2026 just wrapped up after 4 days at the Phoenix Convention Center in Phoenix, Arizona. Over 1,100 people from around the world registered to attend, and thousands more watched online through livestreams. Contributor Day and…
How canvases make agentic workflows visible, steerable, and cost-efficient
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. The post How canvases make agentic workflows visible, steerable, and cost-efficient…
Unveiling good and bad behaviors on the Agentic Internet
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…
Introducing Radar Researcher: An AI tool for exploring Internet data in plain language
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…
Unifying Workers AI and AI Gateway into a single AI control plane
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…
Cloudflare AI Search: give your agents a search engine for your data
AI Search makes search easier than ever, with no Cloudflare primitives to stitch together. Point it at your data to create a search for your own files and websites. We're also sharing a preview of our new pricing model.
From ranking to recommended: get your site ready to thrive in the age of AI agents
More than half of requests now come from machines, not people. Agent Readiness shows how well agents can discover and read your site, while Answer Engine Optimization tracks how often AI assistants recommend you.
Building an open Agentic Internet: readable, discoverable, callable, and payable
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…
A developer toolkit to make your website agent-ready
Learn how to build agent-ready websites using the Lighthouse Agentic browsing category and Chrome DevTools for agents.
Unlock runtime insights: Introducing third-party developer tools for Chrome DevTools for agents
Chrome DevTools for agents introduces third-party developer tools, which lets frameworks and applications share rich, runtime context with AI coding assistants.
Introducing Search Generative AI performance reports in Search Console
Today, we're excited to announce the launch of new Search Generative AI performance reports in Search Console, including dedicated reports for Search and Discover, to help you understand your site's visibility within generative AI features on Search.
What's new in DevTools (Chrome 149)
DevTools for agents is stable, AI assistance gets major upgrade with Lighthouse and widgets, new WebMCP debugging tools.
Build new features using built-in AI in Chrome
Learn more about the talk given at Google I/O 2026 by Thomas Steiner.
A new resource for optimizing for generative AI in Google Search
As people increasingly gravitate to generative AI experiences and find information in new ways, we're publishing a new resource to help website owners, SEOs, and developers understand how to optimize their content for appearance in generative AI…
Llamafile v0.8.14: a new UI, performance gains, and more
Discover the latest release of Llamafile 0.8.14, an open-source AI tool by Mozilla Builders. With a new command-line chat interface, enhanced performance, and support for powerful models, Llamafile makes it easy to run large language models (LLMs)…
Sponsoring sqlite-vec to enable more powerful Local AI applications
Today we’re proud to announce the next Mozilla Builders project: sqlite-vec. Led by independent developer Alex Garcia, this project brings vector search functionality to the beloved SQLite embedded database. Alex has been working on this problem for…
Experimenting with local alt text generation in Firefox Nightly
Firefox 130 will introduce an experimental new capability to automatically generate alt-text for images using a fully private on-device AI model. The feature will be available as part of Firefox’s built-in PDF editor, and our end goal is to make it…
Llamafile’s progress, four months in
When Mozilla’s Innovation group first launched the llamafile project late last year, we were thrilled by the immediate positive response from open source AI developers. It’s become one of Mozilla’s top three most-favorited repositories on GitHub…
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International monitoring without artificial translation.
Each edition prioritizes material actually published in its language. Titles and excerpts remain in the source language, and the full story is always read on the publisher’s website.
- 01RSS / Atom
Sources monitored : 18.
- 02English edition
Each edition prioritizes material actually published in its language. Titles and excerpts remain in the source language, and the full story is always read on the publisher’s website.
- 03Cache · 30 min
Automated selection: topic classification may contain errors.
Sources monitored
The GitHub Blog W3C Cloudflare Blog Mozilla Hacks WordPress.org Google Search Central Chrome for Developers web.dev
Automated selection: topic classification may contain errors.