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Summaries are not the original full articles. ## WLV-01 hackable DIY digital camera features Raspberry Pi 5, interchangeable sensors (Crowdfunding) DevFeed: [WLV-01 hackable DIY digital camera features Raspberry Pi 5, interchangeable sensors (Crowdfunding)]() Original publisher: [Read original article]() Author: Debashis Das Published: 2026-09-18T00:00:48Z Content type: news Language: en Sources: [CNX Software - Embedded Systems News]() Topics: [Raspberry Pi](), [Hardware](), [Embedded Systems](), [touchscreen](), [Wi-Fi](), [browser]() Tags: [broadcom-bcmxxxx](), [browser](), [camera](), [crowdfunding](), [debian](), [digital-camera](), [diy](), [embedded-systems](), [hardware](), [kickstarter](), [linux](), [pi](), [raspberrry-pi](), [raspberry](), [raspberry-pi](), [raspberry-pi-5](), [sensors](), [specifications](), [video]() ### AI overview The WLV-01 is a hackable DIY digital camera built around a Raspberry Pi 5, with interchangeable color and monochrome sensor cartridges, manual lens-mount support, and a 3D-printed body. It includes a touchscreen, Wi-Fi file transfer, a browser-based interface, RAW and JPEG capture, and 1080p or 4K video recording. ### Source excerpt Malcolm-Jamal Wilson has launched the WLV-01, a fully hackable DIY digital camera built around a Raspberry Pi 5. Designed for hardware tinkerers and photography enthusiasts, the camera features swappable full-spectrum color and true monochrome sensors ranging from 1/1.2-inch to Micro Four Thirds (M4/3), and offers a simple manual shooting experience. The camera uses a manual Sony E-mount and supports various lens options through adapters, including C-mount, M-mount, M42, Nikon F, Pentax K, Canon FD, and Leica M. For the IMX585 model, the mounting plate supports both C- and E-mount lenses, while Fuji X and Micro Four Thirds mounts are available as optional add-ons. Other hardware features include a 4-inch DSI display, standard 18650 battery cells, a 3D-printed body, and support for focal reducers, helicoids, and speed boosters. The camera also supports full-spectrum photography with suitable IR-pass or hot-mirror filters, plus remote flash triggering through a 2.5mm mono jack. WLV-01 specifications: [...] The post WLV-01 hackable DIY digital camera features Raspberry Pi 5, interchangeable sensors (Crowdfunding) appeared first on CNX Software - Embedded Systems News. ## Persistent Databases in the Browser with DuckDB-Wasm and OPFS DevFeed: [Persistent Databases in the Browser with DuckDB-Wasm and OPFS]() Original publisher: [Read original article]() Author: Carlo Piovesan, Geertjan Wielenga Published: 2026-09-18T00:00:00Z Content type: tutorial Language: en Sources: [DuckDB]() Topics: [DuckDB](), [wasm](), [Filesystems](), [browser](), [Databases]() Tags: [browser](), [cli](), [databases](), [duckdb](), [file-system](), [npm](), [parquet](), [python](), [using-duckdb](), [wasm]() ### AI overview This tutorial explains how DuckDB-Wasm can persist browser databases in the Origin Private File System (OPFS), including version requirements, reload behavior, database files, and checkpointing. ### Source excerpt DuckDB-Wasm can open a persistent database file in the browser's Origin Private File System (OPFS). This post shows how, and when data reaches disk. ## GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity DevFeed: [GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity]() Original publisher: [Read original article]() Author: Steef-Jan Wiggers Published: 2026-09-17T04:59:00Z Content type: news Language: en Sources: [InfoQ]() Topics: [Cybersecurity](), [gpt-6-astra](), [OpenAI](), [Vulnerabilities](), [Exploit](), [browser](), [Kernel](), [Chain-of-thought]() Tags: [agents](), [ai](), [ai-ml-data-engineering](), [architecture](), [architecture-design](), [azure](), [browser](), [chain-of-thought](), [cloud](), [cybersecurity](), [development](), [devops](), [exploit](), [generative-ai](), [governance](), [gpt-6-astra](), [gpt-6-astra-critical-cyber](), [kernel](), [machine-learning](), [ml-data-engineering](), [news](), [openai](), [vulnerabilities](), [zero-day]() ### AI overview OpenAI classified GPT-6 Astra as the first model to reach its Critical cybersecurity threshold. Expert-led evaluations reported previously unknown vulnerabilities in a browser and an operating-system kernel, along with working exploit chains. The system card also reported a substantial decline in chain-of-thought monitorability. ### Source excerpt OpenAI has classified GPT-6 Astra at the Critical cybersecurity threshold under its Preparedness Framework, a first. In expert-led testing the model found previously unknown vulnerabilities in a browser and an OS kernel and built working exploits. The same system card reports a substantial decline in chain-of-thought monitorability. By Steef-Jan Wiggers ## Вышел Tails 7.13 DevFeed: [Вышел Tails 7.13]() Original publisher: [Read original article]() Author: denis-19 Published: 2026-09-17T03:13:50Z Content type: news Language: ru Sources: [Tagir Valeev]() Topics: [Linux](), [tor](), [Debian](), [browser]() Tags: [2026](), [browser](), [debian](), [gnome](), [iso](), [linux](), [tag-9d72402955ce](), [tag-d2c1bd02300f](), [tails](), [tails-7](), [tails-7-13](), [tor]() ### AI overview Tails 7.13 was released on September 16, 2026. The privacy-focused distribution is based on Debian 13 with Linux 6.12 LTS and GNOME 48, routes outgoing connections through Tor, blocks non-anonymous connections, and supports automatic updates from Tails 7.0-7.12. The release updates the Tor client and Tor Browser and simplifies shutdown in some cases. ### Source excerpt 16 сентября 2026 года состоялся выпуск специализированного дистрибутива Tails 7.13, ориентированного на конфиденциальность, основанного на пакетной базе Debian 13 (ядре Linux 6.12 LTS), поставляемого с рабочим столом GNOME 48 и предназначенного для анонимного выхода в сеть. Выпуск Tails 6.0 произошёл в феврале 2024 года. Версия Tails 7.0 была представлена в сентябре 2025 года. Читать далее ## Firefox Touts Lower CPU Use for Large JPEGs, Faster PDF Viewer Startup (and AI Controls) DevFeed: [Firefox Touts Lower CPU Use for Large JPEGs, Faster PDF Viewer Startup (and AI Controls)]() Original publisher: [Read original article]() Author: EditorDavid Published: 2026-09-16T13:04:00Z Content type: release Language: en Sources: [Slashdot]() Topics: [Firefox](), [browser](), [pdf](), [cpu](), [Decoding](), [Artificial Intelligence]() Tags: [ai](), [browser](), [bug-fixes](), [cpu](), [decoding](), [firefox](), [pdf]() ### AI overview Firefox 156 reduces CPU and memory use when decoding large JPEG images and starts its built-in PDF viewer up to 45% faster. The release also expands sponsored address-bar suggestions and includes an AI controls section for managing browser AI features. ### Source excerpt Firefox 156 is the second release since Mozilla moved to a twice-monthly release schedule, and the blog OMG Ubuntu notes it has faster start-up times for its built-in PDF viewer and also lower CPU usage when viewing large JPEG images: In Firefox 156, the browser now uses libjpeg-turbo's IDCT scaling to reduce images during decoding, rather than loading a full-size image into memory and then shrinking it. Benchmarks from the bug report show up to 20x less memory used during very large image loading, and decoding is up to twice as fast. Since these speeds were quite fast already, there's no perceptible difference to users. Behind the scenes, it's more efficient. Firefox's built-in PDF viewer starts up to 45% faster in this release. The browser now loads the background PDF.js worker sooner, rather than launching it only when needed. Sponsored suggestions in the address bar are live for users in France, Germany and Italy (Ouais!, Juhu!, etc). These are already available in some other locales. Don't want them? Disable them via Settings > Search > Firefox Suggest > Suggestions from Sponsors. Besides that, the rest of this release is primarily bug fixes -- worthwhile and welcome as always. And in about two weeks Firefox 157 will be released, reports PC World. "That update should add support for JPEG XL (JXL), a modern image format that offers the same quality as JPEG at a significantly smaller size. Although JPEG XL was launched in 2021, Safari is the only browser to support it yet. For a short period, Chrome also supported it, but that ended in 2022." Also, a recent Firefox blog post emphasized that it supports whatever level of AI engagement "is right for you... Because the only person telling you how much AI you need should be you." Opting out of upcoming and current AI features on your browser should not require endless navigation through multiple Settings pages. That's why Firefox offers an AI controls section within its General Settings panel. A single, easily located ## Muse review: The personal AI agent that gets consumer UX right DevFeed: [Muse review: The personal AI agent that gets consumer UX right]() Original publisher: [Read original article]() Author: Claire Vo Published: 2026-09-16T12:02:14Z Content type: opinion Language: en Sources: [Lenny's Newsletter]() Topics: [AI Agent](), [User experience (UX)](), [Meta](), [browser](), [pdf](), [codex]() Tags: [agent](), [ai](), [ai-agent](), [browser](), [codex](), [comparison](), [meta](), [muse](), [pdf](), [product-design](), [ux]() ### AI overview This review tests Meta's Muse personal AI agent through onboarding, calendar management, goal setting, document generation, and browser-based shopping. It finds strong consumer UX, permission handling, activity-feed design, and avatar design, while browser shopping performance is mixed. ### Source excerpt Watch now (38 mins) | 🎙 I gave Meta's Muse my calendar, my email, and my kids' chaotic schedule, and it produced a one-shot family PDF more beautiful than anything I've ever made with Claude or Codex ## tota11y - an accessibility visualization toolkit DevFeed: [tota11y - an accessibility visualization toolkit]() Original publisher: [Read original article]() Author: Khan Academy Published: 2015-06-08T22:00:00Z Content type: release Language: en Sources: [Khan Academy]() Topics: [Accessibility](), [audit](), [Testing](), [Tooling](), [browser](), [Chrome]() Tags: [accessibility](), [accessibility-testing](), [audit](), [browser](), [chrome](), [developer-tools](), [engineering](), [frontend](), [linter](), [news](), [testing](), [tests](), [tooling](), [unit-tests](), [visualization](), [web](), [web-frontend]() ### AI overview Khan Academy announces tota11y, an accessibility visualization toolkit designed to make manual accessibility testing easier for developers. The article describes its development and use of browser-based annotations to help teams understand and fix accessibility issues. ### Source excerpt By Jordan Scales Today we're releasing tota11y (on GitHub), an accessibility visualization toolkit that aims to reduce the ... Read more ## CodeSOD: Extremely One Line DevFeed: [CodeSOD: Extremely One Line]() Original publisher: [Read original article]() Author: Remy Porter Published: 2026-09-16T06:30:00Z Content type: opinion Language: en Sources: [The Daily WTF]() Topics: [ASP.NET](), [Code](), [Visual Studio](), [Command-line interface](), [browser](), [HTTP]() Tags: [asp-net](), [browser](), [cli](), [code](), [codesod](), [http](), [studio]() ### AI overview This CodeSOD commentary examines an ancient ASP .Net application containing a function written on one line, Safari user-agent detection, and a mysterious "uplevel" value. It criticizes the confusing style and notes that the same pattern appears on multiple pages. ### Source excerpt Autoformatting your code is a standard thing to do these days. And in those days past, if we're being honest. There's no excuse to not use some kind of autoformatter. Whether you configure your editor to do it or are a weirdo like me who runs a formatter from the CLI as a build step, you've got an easy way to format your code so it looks neat and readable. And some IDEs, like Visual Studio, are pretty insistent about doing this for you. Which makes today's code sample a bit more perplexing. This comes from an ancient ASP .Net application that Austin has the misfortune to work with: protected void Page_PreInit(object sender, EventArgs e){if (Request.ServerVariables["http_user_agent"].IndexOf("Safari", StringComparison.CurrentCultureIgnoreCase) != -1)Page.ClientTarget = "uplevel";} protected void Page_Load(object sender, EventArgs e) { Logic(); } Which function is Logic() called from? The fact that I'm asking probably is enough to get you to scroll over. The entire Page_PreInit function is on a single line, followed by the declaration of the Page_Load function. A confusing and annoying choice. The real bonus is that if the browser has "Safari" in its user agent, we set a field to a mysterious "uplevel" value. A mix of user agent sniffing, strings as enums/flags, and wonderfully unclear names. And yes, this particular pattern appears in more than one page in Austin's application. Someone thought this was not just a good idea, but good enough to do over and over again. [Advertisement] Picking up NuGet is easy. Getting good at it takes time. Download our guide to learn the best practice of NuGet for the Enterprise. ## Delta launches public beta for collaborative coding with agents and code review DevFeed: [Delta launches public beta for collaborative coding with agents and code review]() Original publisher: [Read original article]() Author: Nathan Sobo Published: 2026-09-16T00:00:00Z Content type: release Language: en Sources: [Zed Industries - Blog]() Topics: [coding](), [pull-requests](), [GitHub](), [browser]() Tags: [beta](), [github](), [mobile](), [pull-requests](), [tooling]() ### AI overview Delta is now available in public beta as a collaborative environment for coding with agents and reviewing their work. It supports shared agent conversations, isolated review worktrees, and access from macOS, Linux, Windows, the web, and mobile browsers. ### Source excerpt Delta is now in public beta. Replacing pull requests is our first step toward replacing GitHub. ## Gemini Live audio DevFeed: [Gemini Live audio]() Original publisher: [Read original article]() Author: Simon Willison Published: 2026-09-15T22:47:07Z Content type: tutorial Language: en Sources: [Simon Willison's Weblog]() Topics: [speech-to-speech](), [WebSocket](), [Google AI](), [browser](), [Playback](), [implementation](), [API]() Tags: [api](), [audio](), [browser](), [gemini](), [gemini-196](), [generative-ai](), [generative-ai-1-982](), [google](), [google-416](), [llm-release](), [llm-release-231](), [llms](), [llms-1-948](), [model](), [models](), [openai](), [playback](), [release](), [speech-to-speech](), [speech-to-text](), [speech-to-text-21](), [tools](), [tools-78](), [ui](), [voice](), [websocket](), [websockets](), [websockets-21]() ### AI overview The article describes a browser-based web UI for trying Google's Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking speech-to-speech models. The implementation supports model and voice selection, an optional system prompt, voice conversations, and interruption while the model is speaking. It uses no libraries, connecting to a WebSocket endpoint and using the Web Audio API for capture and playback. ### Source excerpt Tool: Gemini Live audio Google released Gemini 3.8 Live and 3.8 Live Extended Thinking today - two new speech-to-speech models that are a similar shape to OpenAI's GPT-Live family. I pointed GPT-6 Astra Extra High at the documentation and had it build me this web UI for trying out the new models. You can select a model and voice preset, enter an optional system prompt and then start a voice conversation through your browser, including the ability to interrupt the model while it is talking. The implementation uses no libraries. It connects to the wss://generativelanguage.googleapis.com/ws/google.ai.generativelanguage.v1alpha.GenerativeService.BidiGenerateContent?key=... WebSocket endpoint and uses a Web Audio API AudioContext for both capture and playback. Here's the Gemini Live tutorial for getting started with that WebSockets API. Tags: google, tools, websockets, generative-ai, llms, gemini, llm-release, speech-to-text ## Native Drag and Drop Meets Cross-Device Continuity DevFeed: [Native Drag and Drop Meets Cross-Device Continuity]() Original publisher: [Read original article]() Author: Shai Almog Published: 2026-09-15T00:00:00Z Content type: article Language: en Sources: [CodeName One]() Topics: [Java](), [Persistence](), [Framework](), [payload](), [LineageOS](), [Processes](), [browser]() Tags: [android](), [apis](), [browser](), [java](), [native](), [payload](), [persistence](), [process](), [screen](), [state]() ### AI overview Codename One adds cross-device continuity and native drag-and-drop through shared Java APIs. The article explains how to save reconstructible application state, restore it after account verification, and transfer it between devices and applications. ### Source excerpt Drag files into another application and pick up a task on another device. Codename One adds native drag and drop and cross-device continuity through shared Java APIs. ## Authentication is a long-running Workflow DevFeed: [Authentication is a long-running Workflow]() Original publisher: [Read original article]() Author: Mason Williams Published: 2026-09-15T00:00:00Z Content type: tutorial Language: en Sources: [Temporal Blog]() Topics: [Authentication](), [MFA](), [browser](), [Go Language](), [TypeScript](), [Deployment](), [push-notification](), [sessions](), [API]() Tags: [api](), [authentication](), [browser](), [community](), [deployment](), [go](), [mfa](), [push-notification](), [sessions](), [typescript]() ### AI overview This article explains how KERNEL models Managed Auth as a long-running Temporal workflow. A parent workflow maintains connection state, health checks, reauthentication, and cancellation, while child workflows handle individual login attempts with separate browsers, timeouts, and cleanup. Durable state stays in Go, and model-driven work runs in a dedicated TypeScript Worker. ### Source excerpt In this article# - A login is not a request - Model the connection, not the attempt - The human is part of the Workflow - Staying logged in is part of the product - Go owns durability; TypeScript runs the agent - What we learned 1. A login is not a request# An agent can enter a password, stop at an MFA prompt, wait for a person to approve a push notification, and then resume in the same browser. A deployment or Worker restart can happen anywhere in between. ## Perplexity's new agent runs entirely on your GPU -- with one expensive catch DevFeed: [Perplexity's new agent runs entirely on your GPU -- with one expensive catch]() Original publisher: [Read original article]() Author: Amanda Caswell Published: 2026-09-14T18:21:44Z Content type: news Language: en Sources: [The New Stack]() Topics: [GPU](), [Nvidia](), [Windows](), [Orchestration](), [qwen](), [Cloud](), [browser](), [Ollama]() Tags: [ai-agents](), [ai-infrastructure](), [gpu](), [hardware](), [infrastructure](), [news](), [nvidia](), [ollama](), [orchestration](), [qwen](), [windows]() ### AI overview The article reports that Perplexity's Portable Computer, a local version of its Computer agent, is available in the Perplexity app for Windows on compatible Nvidia GeForce RTX and RTX PRO GPUs. It requires at least 24GB of VRAM and combines local models, orchestration, a browser, tool calling, and a proprietary SPACE sandbox. The article also discusses platform-specific engineering, external service connectors, and the boundary between local and cloud computing. ### Source excerpt Running an LLM on your PC is easy enough, but putting an agent to work there is a different story. The post Perplexity's new agent runs entirely on your GPU -- with one expensive catch appeared first on The New Stack. ## AWS Weekly Roundup: OpenAI GPT-6 Astra on Amazon Bedrock, Amazon Quick desktop GA, Kiro for students, and more (September 14, 2026) DevFeed: [AWS Weekly Roundup: OpenAI GPT-6 Astra on Amazon Bedrock, Amazon Quick desktop GA, Kiro for students, and more (September 14, 2026)]() Original publisher: [Read original article]() Author: Micah Walter Published: 2026-09-14T15:56:33Z Content type: news Language: en Sources: [AWS News Blog]() Topics: [Amazon Bedrock](), [Frontier Model](), [OpenAI](), [context window](), [browser](), [ChatGPT](), [codex](), [macOS](), [Windows](), [Mobile]() Tags: [agents](), [ai](), [ai-agents](), [amazon](), [amazon-bedrock](), [amazon-elastic-block-store-amazon-ebs](), [amazon-opensearch-service](), [amazon-quick-suite](), [aws](), [aws-lambda](), [aws-outposts](), [aws-transform](), [bedrock](), [browser](), [chatgpt](), [codex](), [context-window](), [frontier-model](), [google-play](), [gpt](), [kiro](), [launch](), [macos](), [mobile](), [openai](), [week-in-review](), [windows]() ### AI overview This AWS Weekly Roundup highlights the general availability of OpenAI GPT-6 Astra on Amazon Bedrock, describing its reasoning, writing, design, computer-use, browser-use, and million-token context-window capabilities. It also covers the Amazon Quick desktop app for macOS and Windows, including synchronized conversations and agents across desktop and mobile, plus other AWS launches and updates. ### Source excerpt There's a particular energy to mid-September in New York. Pumpkin spice lattes are flowing, temperatures are dropping, and it's nearly sweater weather. The city is back at full speed, and so is the AWS launch calendar. This week that energy showed up in a new frontier model on Amazon Bedrock, a desktop app for Amazon [...] ## I put a radio on the rack and now I listen to the world from a browser tab DevFeed: [I put a radio on the rack and now I listen to the world from a browser tab]() Original publisher: [Read original article]() Author: Shed Stack Published: 2026-09-10T15:00:00Z Content type: article Language: en Sources: [Shed Stack]() Topics: [browser](), [Network](), [Web](), [Server](), [Software](), [USB]() Tags: [browser](), [network](), [server](), [software](), [usb](), [web](), [web-interface]() ### AI overview An account of hosting an RTL-SDR receiver on a rack with OpenWebRX, turning it into a headless, network-accessible radio console controlled entirely through a browser tab. The setup supports shortwave, ham, airband, scanner, and wildfire-response radio listening from phones, tablets, or laptops. ### Source excerpt Headless OpenWebRX on an RTL-SDR, hosted on the rack. Browser-tab shortwave, airband, and scanner console. ## .blend URL Viewer DevFeed: [.blend URL Viewer]() Original publisher: [Read original article]() Author: Simon Willison Published: 2026-09-09T23:58:32Z Content type: article Language: en Sources: [Simon Willison's Weblog]() Topics: [blender](), [3D](), [Artificial Intelligence](), [Generative AI](), [Large Language Model](), [AI-assisted coding](), [browser]() Tags: [3d](), [3d-18](), [ai](), [ai-2-236](), [blender](), [blender-4](), [codex](), [codex-57](), [coding-agents](), [coding-agents-248](), [generative-ai](), [generative-ai-1-982](), [gpt-6-astra](), [gpt-6-astra-9](), [javascript](), [javascript-764](), [llms](), [llms-1-948](), [tools](), [tools-78]() ### AI overview The article presents a .blend URL Viewer built from an existing Blender viewing experiment. It describes using ChatGPT Images 2.5 to generate a Pluribus-themed Fabergé egg image, then using Codex running GPT-6 Astra to create Blender model files that can be viewed in a browser. ### Source excerpt Tool: .blend URL Viewer I'm continuing to have a lot of fun with GPT-6 Astra and Blender (see my TIL). As a big fan of the Imperial Fabergé Easter eggs, I've always thought it would be fun to make some new ones that celebrate popular culture. Yesterday I decided to try out the new ChatGPT Images 2.5 by running this prompt: Generate a photo of a faberge egg that's themed after the TV show Pluribus - research first It gave me this - honestly not bad for a first attempt! Then, just to see what would happen, I pasted that image into Codex running GPT-6 Astra (high) and prompted: Use your blender local skill to create a blender model of this faverge egg (Here's the skill file, which I created like this.) It churned away for 17m51s and built me several .blend files. I already had this vibe-coded Blender viewing experiment lying around, so I added that to my tools collection and now you can use it to see my Pluribus blender model in your browser: Tags: 3d, javascript, tools, ai, generative-ai, llms, blender, coding-agents, codex, gpt-6-astra ## Trump Administration takes down Tetris clone after company warns it takes copyright violation 'very seriously' DevFeed: [Trump Administration takes down Tetris clone after company warns it takes copyright violation 'very seriously']() Original publisher: [Read original article]() Author: Bryant Francis Published: 2026-09-09T15:36:38Z Content type: news Language: en Sources: [gamedeveloper]() Topics: [arcade](), [browser]() Tags: [browser](), [games](), [intellectual-property](), [trump]() ### AI overview The White House removed Build the Wall, a Tetris-like browser game, days after The Tetris Company said it was not involved and took copyright infringement seriously. The reason for the removal is unknown. ### Source excerpt Build The Wall has been knocked down. ## Run AI in the Browser: A Practical Guide to Transformers.js DevFeed: [Run AI in the Browser: A Practical Guide to Transformers.js]() Original publisher: [Read original article]() Author: Freek Van der Herten (freek@spatie.be) Published: 2026-09-09T14:50:26Z Content type: tutorial Language: en Sources: [freek.dev - all blogposts]() Topics: [transformers.js](), [browser](), [Artificial Intelligence](), [AI Models](), [Back end](), [API keys]() Tags: [ai](), [ai-models](), [api-keys](), [article](), [backend](), [browser](), [guide](), [internet](), [javascript](), [js](), [machine-learning](), [practical](), [run](), [transformers](), [transformers-js]() ### AI overview A practical guide to Transformers.js, covering how it runs AI models directly in the browser, available models, and the trade-offs of client-side AI compared with traditional AI providers. ### Source excerpt Transformers.js lets you run AI models directly in the browser without a backend, API keys, or an internet connection after the model is cached. The article explores how it works, which models are available, and the trade-offs of client-side AI compared to traditional AI providers. Read more ## Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2 DevFeed: [Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2]() Original publisher: [Read original article]() Author: Dave Simon Published: 2026-09-03T14:23:57Z Content type: article Language: en Sources: [Backblaze Blog | Cloud Storage & Cloud Backup]() Topics: [cloud-infrastructure](), [API](), [Kubernetes](), [browser](), [systems]() Tags: [api](), [article](), [b2cloud](), [browser](), [cloud](), [cloud-native](), [cloud-storage](), [featured](), [featured-cloud-storage](), [kubernetes](), [media](), [object-storage](), [storage]() ### AI overview The article explains how Time Addressable Media Store (TAMS) organizes live media by timeline-based, timestamped segments in object storage. It describes a cloud-native, interoperable workflow built around Backblaze B2 and ecosystem partners LiveWyer, CuttingRoom, and Drastic Technologies, enabling ingest, editing, distribution, playback, and archiving through shared access to the same content. ### Source excerpt TAMS organizes live media by time, giving distributed production teams faster access to shared footage. See how Backblaze B2, LiveWyer, CuttingRoom, and Drastic Technologies create an interoperable, cloud-native workflow for ingest, editing, playback, distribution, and archive with economics at scale. The post Four Platforms, One Timeline: Bringing TAMS Workflow to Life on Backblaze B2 appeared first on Backblaze Blog | Cloud Storage & Cloud Backup ## Using Sentry Application Metrics to improve a browser video size estimator DevFeed: [Using Sentry Application Metrics to improve a browser video size estimator]() Original publisher: [Read original article]() Author: Kyle Tryon Published: 2026-09-01T09:00:00Z Content type: tutorial Language: en Sources: [Sentry Blog]() Topics: [telemetry](), [Transcodings](), [browser](), [Open Source]() Tags: [app](), [browser](), [encoding](), [media](), [metrics](), [open-source](), [video]() ### AI overview This tutorial explains how the author used Sentry Application Metrics to evaluate and improve a video size estimator in Cliparr, a self-hosted browser-based video clipping tool. Real-world conversion data revealed one estimate was off by 83%. ### Source excerpt The numbers your app lives on don't belong in logs or on sampled spans. Here's how a browser video converter's KPIs made the case for Application Metrics. ## Let's Use the Emergent CSS random() Function in all the Browsers DevFeed: [Let's Use the Emergent CSS random() Function in all the Browsers]() Original publisher: [Read original article]() Author: Lee Meyer Published: 2026-08-31T15:12:19Z Content type: article Language: en Sources: [CSS-Tricks]() Topics: [CSS](), [Web Development](), [browser](), [JavaScript]() Tags: [articles](), [browser](), [browsers](), [css](), [css-functions](), [javascript](), [polyfill](), [random](), [resource](), [ui](), [ux]() ### AI overview This article explores the emerging CSS random() function and the effort to create a polyfill that works across browsers. It discusses controlled randomness in web layouts and UX, including a custom JavaScript confetti implementation, and considers how CSS could reduce the need for JavaScript or third-party frameworks. ### Source excerpt The journey to create a polyfill for the upcoming CSS random() function that works in all browsers. Let's Use the Emergent CSS random() Function in all the Browsers originally handwritten and published with love on CSS-Tricks. You should really get the newsletter as well. ## WebMCP: A Browser API for Exposing Website Actions to AI Agents DevFeed: [WebMCP: A Browser API for Exposing Website Actions to AI Agents]() Original publisher: [Read original article]() Author: Avi Chawla Published: 2026-08-31T13:43:15Z Content type: article Language: en Sources: [Daily Dose of Data Science]() Topics: [browser](), [Chrome](), [Edge](), [Artificial Intelligence]() Tags: [agent](), [ai](), [browser](), [chrome](), [edge]() ### AI overview The article explains WebMCP, a browser API from the Chrome and Edge teams that allows websites to expose actions such as search, cart, checkout, and booking flows to AI agents. It contrasts this approach with screenshot-based navigation, which can be slower and fragile when page layouts change. ### Source excerpt Everything you need to understand WebMCP and expose your site's actions to an agent. ## Introducing Appwrite Explorer DevFeed: [Introducing Appwrite Explorer]() Original publisher: [Read original article]() Author: Eldad Fux Published: 2026-08-31T00:00:00Z Content type: release Language: en Sources: [Appwrite Blog]() Topics: [Appwrite](), [REST API](), [OpenAPI Specification](), [browser]() Tags: [api](), [documentation](), [openapi](), [product](), [products](), [release](), [rest-api]() ### AI overview Appwrite introduces Appwrite Explorer, a built-in API workspace in the Console. It lets developers browse REST endpoints, construct requests with guided forms, send live calls, and inspect responses without leaving the browser. Explorer uses OpenAPI definitions generated from Appwrite server source code and shared with the API reference and SDK generation pipeline. ### Source excerpt Appwrite Explorer brings the Appwrite REST API into the Console. Browse every endpoint, build requests with guided forms, send live calls against your project, and inspect responses without leaving the browser. ## Introducing Appwrite Terminal DevFeed: [Introducing Appwrite Terminal]() Original publisher: [Read original article]() Author: Eldad Fux Published: 2026-08-31T00:00:00Z Content type: release Language: en Sources: [Appwrite Blog]() Topics: [Appwrite](), [Command-line interface](), [browser](), [Node.js]() Tags: [browser](), [cli](), [node-js](), [products](), [terminal]() ### AI overview Appwrite introduces Appwrite Terminal, an Appwrite CLI embedded in the Console. It runs in the browser with the current Console session and project preconfigured, preserving command history and caching the CLI installation for later use. ### Source excerpt Appwrite Terminal runs the Appwrite CLI directly inside the Console. Your session and project context are preconfigured, with keyboard-first controls and multi-tab workflows, so you can inspect resources without leaving the project. [Next page]()