We are introducing Clef and Clef-flash, open-source decision models hosted on Workers AI for high-speed classification and agentic workflows. Also launching: a new reinforcement learning platform that allows developers to fine-tune decision models using their own data.

From verifying AI-written code to securing npm dependencies, these are the sessions I’m building my Universe agenda around.The post 10 technical talks I’m excited about at GitHub Universe 2026 appeared first on The GitHub Blog.

David Dias has been working on “Front-End Checklist” stuff for a decade, and it looks like this latest version of it a little over a year. There is loads of good general advice in it that can be easy to forget: Now it’s all AI’d up, which makes sense, having a skill and MCP so […]

AI sovereignty is not a zero-sum game, but many governments now believe it is. Cloudflare's answer: more local open-source models, model-agnostic security tools, and a commitment to giving nations genuine choice.

Workers KV Instant delivers sub-2ms p99 read latencies and 250ms global replication across Cloudflare’s 300+ edge locations. KV Instant eliminates cold-read penalties and uses the familiar Workers KV API.

Cloudflare OS gives everyone in your organization an agent workspace that knows how your company works and connects to its data and systems. We’re opening the waitlist for fully managed deployments that you’ll be able to launch in a few clicks.

Cloudflare K2 is a serverless event streaming service built directly on top of R2 object storage for high-scale data movement and long-term retention. By decoupling producers and consumers at the edge, K2 enables durable, ordered log streams without the operational overhead of traditional broker clusters.

Cloudflare is hosting a competition to see who will build the next Git platform for an era of AI agents. Artifacts is in open beta, with Workers bindings, data jurisdiction controls, and event subscriptions for repository changes.

AI Search is now generally available. It embeds image pixels directly for visual search, runs optical character recognition on scanned PDFs, accepts files up to 10 MiB, and works with any chat model. Here's what's new and how pricing works.

Cloudflare Workers is adding opt-in support for post-quantum-resistant algorithms ML-KEM and ML-DSA. You can try it today.

Cloudflare Basin is built on Apache Iceberg and R2 Object Storage. With general availability, developers can ingest, manage, and query large datasets at scale without paying data egress fees.

Agents write most of our code now, and they respond to checks far more reliably than to documents. I turned a best practice written in plain English into a lint rule with Jev and Oxlint, annotated inline in GitHub pull requests.

<blockquote cite="https://blog.cryptographyengineering.com/2026/09/30/is-sandboxing-sufficient-to-contain-rogue-agents/"><p>[...] Put these pieces together and you have the two halves of a worm: a payload that hijacks the agent, and an agent that will carry the payload to the next agent. Agents in separately-isolated sandboxes discovered that they could leave instructions for each other in a shared package cache, and those instructions changed what the recipients did. Replace the pa...

Socket CTO Ahmad Nassri discusses how to keep AI agents from bypassing package blocks, limit credential access, and monitor their actions.

Vercel Agent can install private dependencies from npm and custom registries using credentials stored as shared environment variables on Vercel. , , and classic Yarn running in Agent sessions authenticate as they do in Vercel builds.npmpnpmTo get started, add a for Development or Preview:shared environment variableVercel Agent reads only team-shared variables, not project-scoped ones. Credential values stay outside the sandbox, so the agent cannot read them.Learn more in the .private dependencie

<p>I visited the Museum of the City of New York today and got to see <a href="https://www.mcny.org/exhibition/he-built-city">He Built This City: Joe Macken’s Model</a>, the 50 x27 feet model of the city built over a 21 year period from balsa wood and cardboard.</p><p>It exceeded my already high expectations. The exhibition closes on 12th October so you should absolutely make a priority to see it if you get the chance.</p><p><img alt="A wide shot of t...

are now available through . Give your models access to current information, find relevant pages, and retrieve their contents, alongside Browserbase's existing AI SDK and Vercel Marketplace integrations.Browserbase Search and FetchAI GatewayAI Gateway lets you use Browserbase's tools across model providers with one API key. Add web search and page retrieval to any model that supports tool calling, and keep the same tools when you switch models.These helpers are available in AI SDK 7.0.116 and lat

CDN Requests is now the name for the usage metric previously called Edge Requests. This is a naming change only: pricing, limits, and how usage is measured are all unchanged.The new name appears on the usage dashboard, the Observability Events chart, usage notifications, and invoice line items. It reflects that these are requests served by Vercel's CDN. Metric IDs and product aliases are unchanged, so saved queries keep working. In the billing charges API, now returns the new name. Integrations

Compromised MemTensor npm releases turn an AI memory plugin into a credential-harvesting entry point, exposing prompts and creating a path to further package compromise.

Text that is set in a left-to-right *and* right-to-left language, mid-sentence, is a thing. Getting it right means understanding it, because your LLM isn't going to know.

記事は ics.media へアクセスしてご覧ください。

NGINX Ingress Controller turns Kubernetes resources into NGINX configuration. Many of those inputs are free-form text: snippet annotations on Ingresses, snippets on VirtualServers, and in the global ConfigMap. A typo in any of them can produce configuration that NGINX refuses to load. Config safety makes sure such a mistake stays with the resource that introduced it. Configuration […]

October is just around the corner, which means it’s time for some new desktop wallpapers! Designed by the community for the community, they’re here to brighten your screens, and maybe spark some creativity along the way.

This week, Cloudflare's Impact programs will reach $100 million in donated services. This milestone means that thousands of entities including journalists, civil society, state and local governments, election management bodies, and public schools are being protected from cyberattacks.

Cloudflare AI Gateway now features a model router that evaluates request complexity using an edge-deployed classifier to select the optimal model. By balancing expected output quality against token costs, organizations can dramatically cut AI spend while maintaining performance.

You can now use built-in error monitoring in Cloudflare Workers to group production failures and send stack traces, logs, traces, and application context directly to a coding agent to investigate further and open a pull request.

Cloudflare Registrar’s new search delivers fast, transparent results across 420+ extensions using Workers, Durable Objects, and WebSockets. Its expanded API and cf CLI also let agents search, register, and transfer domains.

Cloudflare’s AI Gateway, Ceramic.ai, Stocktwits, and more are using the Cloudflare Monetization Gateway today to charge agents for access to tokens, APIs, and MCP tools. U.S.-based sellers can now apply for access to the closed beta.

Pay Per Use is now in beta. AI companies report when they use publishers’ content, and Cloudflare handles billing, payouts, and reporting, so our customers are paid according to use.

AI Gateway User Insights now adds task, model, turn, and user categories to help teams understand AI adoption and make better model decisions. This is available free to AI Gateway users.

Cloudflare Containers now start 6x faster, let your agent choose each sandbox's image and instance type at runtime, and support filesystem snapshots in public beta, all controlled from a Durable Object.

More than half the traffic reaching sites on Cloudflare is now automated, and AI agents are the fastest-growing part of it. We're giving site owners the tools to see who's visiting, decide who gets in, and charge for access.

If you follow my monthly roundups, (1) who are you?? please say hi (2) you’ll notice a smaller post this time. September was a busy month for me.Lots of feedback on a small postI published “Anecdotally, programmers dislike ‘reduce’”. I finally wrote up a phenomenon I’ve observed for years. It’s a short post that didn’t take long to write.I got a tremendous volume of feedback—more than anything I’ve ever written. Dozens of messages, hundreds of comments, shoutouts in popular newsletters…I’m even

GPT-6 Astra tried to plant malicious code in simulated open source projects using fake GitHub accounts and deceptive PRs during an assigned CTF challenge.

こんにちは。LINEヤフーで、プライベートクラウドのネットワーク関連サービスを開発している清水です。現代の大規模なWebサービスにおいては、一つのモノリシックなアプリケーションだけで構成されることは少...

こんにちは、LINEヤフー株式会社の殿山雄大です。普段は社内のGPU/AI基盤の構築・運用を担当しています。本記事では、2026年7月16日（木）に開催した社内ワークショップOrchestration...

こんにちは。PR TIMESでインターンをしている河野拓真です。 今回、Amazon RDS for PostgreSQLにpgAuditを導入し、監査ログを取得できるようにしました。 PostgreSQLの標準ログでも […]

September 2026 - Astro Germany, Evil Martians migration story, and more!

Regular SF Ruby Conference tickets are $450 through September 30. Meet Ruby friends, play The Pier, join small-group conversations, and explore the 2026 program in San Francisco.

Vercel Sandbox now supports , connecting sandboxes to a team's dedicated network. Public-internet traffic exits through the network's static IPs, and sandboxes can reach private resources in an AWS VPC through VPC peering.Secure ComputeYou can attach a sandbox to your network in your code or via the CLI. In your code, pass an existing Secure Compute network ID when creating a sandbox:In the CLI, append and your network id value when you run the sandbox create command.--network-idExisting sandbox

from InclusionAI is now available on AI Gateway. The model is free to use through October 13, 2026.Ling 3.1 FlashLing 3.1 Flash is a hybrid reasoning language model with 560B total parameters and 25B active per token. It has a 262K-token context window on AI Gateway.The model is designed for coding, multi-step analysis, and agents that use tools, including workflows involving long documents, code, and extended task histories.To try Ling 3.1 Flash, use or as the model name:inclusionai/ling-3.1-fl

Vercel CDN no longer caches origin responses when includes . VaryCookie tells a cache which request headers may change the response. Because cookies often contain visitor-specific values, varying by can create many cache entries that are rarely reused. The response is still served normally but isn't stored for future requests.VaryCookieYou can identify these responses by checking the header and . The header is set to , and Logs show as the cache reason.x-vercel-cacheMISSvary_key_denied:cookieRun

A look at the history of visual changes to example.com.

<blockquote cite="https://www.anthropic.com/research/glm-5-3-and-the-spread-of-advanced-cyber-capabilities"><p>We evaluate several models on 100 tasks from the [internal Binary Exploitation benchmark] (selected at random), and find that GLM-5.3 develops full control flow hijacks in 4% of the trials; Claude Mythos Preview did so in 6%. Although GLM-5.3 performs below Claude Mythos Preview here, a meaningful threshold has clearly been crossed: earlier models, like Claude Opus 4.6 and ...

now lets you submit your own service to the , so you no longer need to wait for Vercel to build a connector for it.Vercel Connectconnectors directorySubmitting a service takes four steps:Vercel reviews each submission before publishing it to the directory.Get started from in the dashboard, or read what your service needs to support in the .Submit a ServicedocumentationRead moreDescribe your service.Add one or more connection methods, using OAuth or an API key.Verify each OAuth method by requesti

The web platform evolves. When it does, other tech has to catch up, and not just LLMs. Another one is TypeScript types. Philip Walton explains: For example, here’s an error I got just the other day when trying to use element-scoped view transitions: “Property ‘startViewTransition’ does not exist on type ‘HTMLElement’.” … TypeScript makes it […]

<p><a href="https://news.ycombinator.com/item?id=49896586#49898129">My comment</a> on <a href="https://news.ycombinator.com/item?id=49896586">GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price</a> — Hacker News.</p><p>I'm a bit late with the pelicans because I was live-blogging the keynote: <a href="https://simonwillison.net/2026/Sep/29/openai-devday-2026-live-blog/">https://simonwillison.net/2026/Sep/29/openai-devday-2026-liv...

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/photo-scrubber">Photo Scrubber — local face blur & metadata removal</a></p> <p>I took a photograph of some protesters, then thought about how I don't like sharing photographs of strangers with identifiable faces. I <a href="https://github.com/simonw/tools/commit/aa733ecc3458d5703e3b40c84507ae362f5fb294">had GPT-6 Astra build</a> this experimental tool that would ident...

<p>I'm at <a href="https://devday.openai.com/">OpenAI DevDay</a> today, in Fort Mason, San Francisco. Same as <a href="https://simonwillison.net/2025/Oct/6/openai-devday-live-blog/">last year</a> I'll be live blogging the keynote and some other notes during the day.</p><p><em>OpenAI gave me a free ticket and a seat in the "creator" area for the keynote.</em></p> <p>Tags: <a href="https://simonwillison.net/tags/ai">ai</a&...

upm uses Node.js to deliver fast npm installs in about 250 KB, with a JavaScript API and security defaults.

Explore GitHub’s latest transparency data and learn more about policy updates affecting developers and open source.The post Developer policy update: Transparency, state policy, and what’s ahead appeared first on The GitHub Blog.

We’re building CryptoLabe, an internal AI-powered tool that discovers cryptography across our codebase, surfaces dependencies, and helps us progress toward a full post-quantum migration by 2029. Here’s what we’ve learned so far.

Twelve years after launching Universal SSL, Cloudflare is applying to become a certificate authority. By combining an established root, an ACME-first approach, and Merkle Tree Certificates, we are building a post-quantum CA for the open web.

You and your coding agents can now search a project’s trace spans from the terminal with . vercel traces searchEach span represents one step in a request, helping you investigate errors, latency, and security-related behavior without opening the dashboard.By default, returns up to 100 spans from the last hour, newest first, so you can search without first finding a request or trace ID. Filter results by environment, service, span name, status, deployment ID, request ID, trace ID, or span ID, or

自己紹介 こんにちは、PR TIMESでエンジニアをしている中山です。 このたび、2026年10月3日（土）に愛媛大学城北キャンパスで開催される「PHPカンファレンス愛媛2026」に、PR TIMESが協賛します。 また […]

こんにちは。LINEヤフーのプラットフォーム部門でメトリクスチームに所属している千葉です。普段は、全社のサービスを支える大規模モニタリングプラットフォーム「Yamas」の開発と運用に取り組んでいます。...

はじめにこんにちは。法政大学情報科学部3年の霍 永豪と申します。2026年8月17日〜9月11日の4週間、社内のデータ基盤に使われているKafkaを運用するチームでインターンとして参加し、Grafan...

Nx v24 removes the built-in executors deprecated in Nx v23. See how inferred targets cut your configuration overhead, and convert your workspace with a single command.

This release has a new canvas layout that lets you freely arrange panes on an infinite canvas. The elements panel now lets you filter styles…

from OpenAI is now available on AI Gateway. It improves on GPT-6 Sol for coding, computer use, and professional work, including reading complex documents and carrying out multi-step workflows.GPT-6.1 SolThe model is suited to agents that need to debug code, work through business tasks, or extract answers from PDFs with tables and charts. It also improves factual accuracy on difficult questions. Its standard input and output pricing is lower than GPT-6 Astra's, while cheaper cached input makes it

<p><strong><a href="https://www.anthropic.com/claude-sonnet-5-5">Claude Sonnet 5.5</a></strong></p>New Sonnet model from Anthropic today. They say it "runs 30%+ faster, and costs up to 30% less for most work" - it's priced the same as Sonnet 5 but appears to beat it on every benchmark, and should be cheaper to run as well.</p><p><a href="https://tools.simonwillison.net/markdown-svg-renderer?url=https%3A%2F%2Fgist.github.com%2Fsimonw%2F1d85a9be7...

<blockquote cite="https://twitter.com/joedaroo/status/2104335929293127851"><p>To say that we were surprised at the jump and suddenness of the capabilities of our models when it came to “cyber” or “swarming” or “message boards” or anything else related to the incidents is an understatement. Security posture takes time to develop. It’s not just about hardening the systems at play; you have to ingrain it in the culture of the company. The literal people themselves in your organization ...

A look at the targeted AI taskflows behind these findings, the critical Android bugs they uncovered, and how to run the same open-source agent on your own app.The post How we found 24 Android vulnerabilities using our open source AI security agent appeared first on The GitHub Blog.

The open source Git project just released Git 2.56. Here is GitHub's look at some of the most interesting features and changes introduced since last time.The post Highlights from Git 2.56 appeared first on The GitHub Blog.

Aikido is an inaugural partner in OpenJS's Security Stewardship Program, funding bug bounties and maintainer support for Node.js.Category: Aikido

Let's integrate Vercel's AI SDK with Cloudflare's Durable Objects to improve user experience in a fitness tracker application.

<blockquote cite="https://www.threads.com/share/_oWfPufYJ/"><p>Bad news on the MX Keys Mini pickup. Usman showed up at your building around 9:15 and waited, messaged a bunch of times, and nobody came down. He left angry at 9:38 and left a negative rating.</p><p>Worse, my auto-reply told him "Yep I'm here!" at 9:27 when you clearly weren't available, which is on me. That's a bad look and it made the no-show worse.I've sent him an apology from your account owning it and of...

LINEヤフー株式会社では、技術に関するイベントや勉強会の主催・協賛などを行っています。最新情報は各リンク先でご確認ください。タイミングによっては、申し込み開始前や既に満席となっていることがあります。...

はじめにこんにちは、東京電機大学大学院理工学研究科情報学専攻修士 1 年の佐藤聖璃です。インターンとして、LINE公式アカウントのプッシュ通知の配信基盤に Decaton の Per-Key-Quot...

pnpm 12.8 warns when pnpm pack or pnpm publish would ship a .env file, installs sharedWorkspaceLockfile: false workspaces concurrently, applies every setting passed as --config.=, and no longer leaves the Windows terminal stuck after Ctrl+C in a script. This release also carries a...

TL;DR: Vite+ 1.0 is out, stable, MIT licensed, and about to reach two million weekly downloads. A single command, vp, manages your Node.js runtime, package manager, and frontend toolchain. Install it with curl -fsSL https://vite.plus | bash, then run vp create for a new project or vp migrate to migrate your existing one.

You can now discover domain names and check availability and pricing without signing in to Vercel or providing an access token. This works through the Vercel CLI and Domains Registrar API.With the , search by keyword or domain fragment: Vercel CLIWith the , check up to 200 exact domain names in one request. The response shows whether each can be registered and, when available, its registration and renewal prices:Domains Registrar APIAuthentication is still required to buy or manage domains.Try t

from is now available on as .Claude Sonnet 5.5AnthropicAI Gatewayanthropic/claude-sonnet-5.5Sonnet 5.5 improves on for well-scoped everyday work, from building features and fixing bugs to creating documents, slides, and spreadsheets.Claude Sonnet 5On coding tasks, Sonnet 5.5 carries changes through multiple steps and checks its work before reporting completion. It produces more polished documents, slides, and spreadsheets with fewer follow-up edits, and writes clearer explanations and reports. I

now includes memory usage data.Vercel Sandbox observabilityYou can access sandbox memory usage data in the dashboard and through the CLI via the command. vercel metricsThe Memory Usage card reports average, P75, and P95 memory across your sandboxes, alongside the existing CPU usage and data transfer metrics on the sandbox overview page and the project and team-level pages.On the sandbox detail page, charts are designed to show how close a sandbox is running to its memory ceiling by: Sandbox memo

<p>On Friday I gave the closing keynote at the <a href="https://www.wearedevelopers.com/world-congress-north-america">WeAreDevelopers World Congress North America</a> in San Jose. I tied together the key trends from the past year into a chronological exploration of everything that happened in 2026. The video <a href="https://www.youtube.com/watch?v=GAkIytR7vcc">is on YouTube</a>; here are my annotated slides and notes to accompany the talk.</p><p><li...

<p><a href="https://news.ycombinator.com/item?id=49851693#49871741">My comment</a> on <a href="https://news.ycombinator.com/item?id=49851693">S3 Is the Future, S3 Is the Past</a> — Hacker News.</p><p>One thing I find notable about S3 today is that, while it used to drop in price reasonably often, there hasn't been a price drop in <em>a full decade</em>:</p><pre><code>2006-03-14 $0.150/GB-month2010-11-01 $0.140/GB-...

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/bluesky-bot-check">Bluesky reply bot checker</a></p> <p>Automated reply bots on Twitter are a <em>scourge</em> - as someone with a decent number of followers I attract a swarm of these, such that anything I post there attracts dozens of mindless automated replies.</p><p>They've started manifesting on Bluesky as well.</p><p>Unlike Twitter, Bluesky still...

外部サービスのコメント欄やフォームを iframe で埋め込むと、内容の高さと枠の高さが合わず、スクロールや余白が生じることがあります。frame-sizing を使うと、埋め込み側の許可のもとで内容に応じた高さを使えます。

Sync your coding-agent skills, instructions, plugins, and MCP server declarations to a remote Linux box. An introduction to Ferry, with setup instructions and terminal examples.

from Fireworks is now available on .Ember-1AI GatewayEmber-1 is a research preview reasoning model built on for coding and agentic workflows.Kimi K3Fireworks reports approximately 40% fewer generated tokens than Kimi K3 at comparable quality across its evaluations. For coding agents that make repeated model calls, shorter reasoning traces can reduce output costs and the amount of context carried into later steps.Ember-1 supports a 1M-token context window, text and image input, tool calling, and

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/kakapo-party">Kākāpō Party</a></p> <p>I presented a closing keynote for the <a href="https://www.wearedevelopers.com/world-congress-north-america">WeAreDevelopers World Congress North America</a> yesterday. As <a href="https://simonwillison.net/2019/Dec/10/better-presentations/">a STAR moment</a> I decided to weave in references to the record breaking <a href="...

ブラウザはスクロール操作の方向を縦か横の一方向に固定することがあります。scroll-axis-lock プロパティを使うと、この軸ロックを解除できます。この記事で scroll-axis-lock の基本的な使い方を紹介します。

The Tauri team is happy to announce the 2.12 release.

Socket is joining the OpenJS Security Stewardship Program to fund Node.js vulnerability research, maintainer remediation, and security releases.

Describe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done.The post GitHub Copilot app for Beginners: How to build custom workflows with canvases appeared first on The GitHub Blog.

<blockquote cite="https://daringfireball.net/linked/2026/09/25/aten-muse"><p>Muse is getting a lot of attention — including mine — because it’s both groundbreaking technically (each user gets their own entire persistent Linux VM running in Meta’s cloud) <em>and</em> because it’s packaged in an easy-to-install easy-to-use way. It’s literally presented as <a href="https://daringfireball.net/linked/2026/09/24/song-meta-muse-cute">a cute mascot</a>. It’s the firs...

We can animate an element along the border edge of another element to random positions... pretty easily? Might as well be a cute dog.

How we fully migrated github.com away from CSS-in-JS.The post Improving site performance by shipping more CSS appeared first on The GitHub Blog.

Blurry before beautiful: image previews for the webA very good looking proposal!The root scroller and how not to lose itYet another in-depth, fantastic article by Kilian at Polypane.fonts.xyzYou know us by now: we see a good place to get fonts and we share it. This is a very nice offering with loads to choose from.“AI, make the website good”With these seismic changes, I will continue to make the argument that craft defined as caring about the quality of output (independent of the tools used to g

You can now push container images from GitHub Actions to (VCR) without storing long-lived registry credentials.Vercel Container RegistryThe new action authenticates your workflow using GitHub OIDC. It exchanges the workflow’s OIDC token for a short-lived Vercel access token, then uses that token to log in to . When the job ends, the action logs out and revokes the Vercel token.vercel/vcr-action/loginvcr.vercel.comTo start: Then add the login step before you build and push and the image:The actio

In seven months, the registry grew to one million agent skills and recorded nearly 280 million installs.skills.shA skill gives an AI agent reusable instructions for a particular job. Agents are capable but generic; they can do many jobs, but they don't know how a specific person, team, or company does them. A skill supplies that missing context and can be as simple as a file written in ordinary language. Anthropic introduced in October 2025, and Vercel launched the registry three months later.Ag

<p><img src="https://static.inaturalist.org/photos/740453177/large.jpg" alt="Northern Gannet"></p><p><img src="https://static.inaturalist.org/photos/740453341/large.jpg" alt="Great Blue Heron"></p><p><img src="https://static.inaturalist.org/photos/740454506/large.jpg" alt="California Brown Pelican"></p><p>Northern Gannet, Great Blue Heron, California Brown Pelican, in Monterey Bay National Marine Sanctuary, CA, US, CA</p><p&gt...

pnpm 12.7 lets the global node shim follow .nvmrc and .node-version, adds pnpm install --allow-build and pnpm publish --publish-wait-timeout, and creates pnpm-workspace.yaml from the workspaces field of package.json. pnpm install --force no longer installs optional dependencies built for other...

pnpm 11.28 adds the forceIgnoresPlatform setting and pnpm update --peer, and brings a large batch of fixes from pnpm 12 to the JavaScript CLI: pnpm deploy, --filter, nodeLinker: hoisted, and custom modulesDir setups all behave better. It also carries security fixes for shell completion, bin...

You can now run Redis commands, browse keys, and inspect values directly in the Vercel dashboard using the .Marketplace database browserBoth the and integrations in Vercel Marketplace are supported, so you no longer need or a separate database UI.RedisUpstash for Redisredis-cliFrom your project, open and select a Redis database. The database page now includes two new tabs:Infrastructure > StorageThese tabs are currently available only to team members with the Owner role. Learn more in the .Ma...

is now available on as . It's free for a limited time while in stealth.Pixel CanaryAI Gatewaystealth/pixel-canaryPixel Canary is strong at coding, including building applications and refactoring existing code. It is well suited to frontend development and mobile app design, from responsive layouts and app screens to navigation and interactive components.On , Pixel Canary ties at a 90.3% baseline success rate, passing 28 of 31 tasks. With Next.js documentation supplied through , it passes 30 of 3

In the W3C blog post Crafting WCAG 3 for more accessible user experiences, W3C WAI Director Shawn Lawton Henry covers some of the stakes and challenges in developing W3C Accessibility Guidelines (WCAG) 3.

<p>The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder.</p><p>We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge.</p> <p>Tags: <a href="https://simonwillison.net/tags/coding-agents">coding-agents</a>, <a href="https://simonwillison.net/tags/ai">ai</a>, <a href="https://simonwillison.net/tags/llms">ll...

Two compromised GitHub Actions were re-enabled with malicious tags intact, exposing thousands of downstream repositories to Mini Shai-Hulud.

<p><strong>Release:</strong> <a href="https://github.com/simonw/commit-rewriter/releases/tag/0.2">commit-rewriter 0.2</a></p> <blockquote><p>Support for branches other than the default branch. Use <code>uvx commit-rewriter --branch other</code> to run against another branch. <a href="https://github.com/simonw/commit-rewriter/issues/3">#3</a></p></blockquote> <p>Tags: <a href="https://simonwillison.net/t...

What is a developer to do when they need something more tangible than a chat box? Enter canvases.The post When chat is the wrong UI appeared first on The GitHub Blog.

<p><strong>Release:</strong> <a href="https://github.com/simonw/datasette/releases/tag/1.0a41">datasette 1.0a41</a></p> <p>Alec Garcia added <a href="https://docs.datasette.io/en/latest/internals.html#internals-telemetry">support for OpenTelemetry</a> to Datasette in this release.</p><p>I've also refactored all of Datasette's modal dialogs to a single Web Component, which is now <a href="https://docs.datasette.io/en/latest/jav...

Top CodeQL alternatives compared on noise, fixes, cost, and more: Aikido Security, Semgrep, Snyk Code, SonarQube, Checkmarx, and VeracodeCategory: DevSec Tools & Comparisons

In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog.