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SDL3 Now Implements Render Batching For Direct3D, Metal & Vulkan
The SDL3 library that is popular with cross-platform games for abstracting various software/hardware features has implemented render batching for its built-in rendering API. This render batching is successfully wired up now for Direct3D 11/12, Apple Metal, and Vulkan APIs for more efficient graphics rendering… ⌘ Read more

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Wikipedia Urges AI Companies To Use Its Paid API, and Stop Scraping
Wikipedia on Monday laid out a simple plan to ensure its website continues to be supported in the AI era, despite its declining traffic. From a report: In a blog post, the Wikimedia Foundation, the organization that runs the popular online encyclopedia, called on AI developers to use its content “responsibly” by ensuring its contributions are … ⌘ Read more

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Apple Explores New Satellite Features for Future iPhones
In 2022 the iPhone 14 featured emergency satellite service, and there’s now support for roadside assistance and the ability to send and receive text messages.

But for future iPhones, Apple is now reportedly working on five new satellite features, reports LiveMint:

As per Bloomberg’s Mark Gurman, Apple is building an API that would allow developers to add sat … ⌘ Read more

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AMD Contributes BFloat16 Support To LLVM’s SPIR-V Target
AMD software engineers continue making interesting contributions to the LLVM compiler stack around SPIR-V as the IR used by Vulkan and other Khronos APIs… ⌘ Read more

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Create Your Own AI Voice Agent Using EchoKit, ESP32, and Rust
Step-by-step tutorial for EchoKit, a DIY AI voice agent (fully open source) I’ve been working on.

🔹 Hardware: An easy-to-assemble ESP32-S3 board (EchoKit). 🔹 Server: A high-performance server built entirely in Rust to manage the ASR -> LLM -> TTS pipeline. 🔹 AI Models: Fully customizable, using Groq’s APIs (Whisper, Llama 3, PlayAI-TTS) in the guide for near-instant responses.

This project is perfect for:

Developers wantin … ⌘ Read more

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I keep getting this email occadionally:

Your iCloud storage is almost full

Now for various reasons, I don’t want my children to be using iCloud to store data, files, photos or any of the sort. They’re free to use iMessages, and other Apple services like the App Store, etc, but not storage.

So I’ve set about blocking iCloud Storage API(s) via AdGuard Home tonight as well as ensuring that my local network (client users) cannot bypass DNS policies and get out other sneaky ways, because some applications will just use other DNS servers, or DOH or DOT.

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Stealing Part of a Production Language Model (2024)
We introduce the first model-stealing attack that extracts precise, nontrivial information from black-box production language models like OpenAI’s ChatGPT or Google’s PaLM-2. Specifically, our attack recovers the embedding projection layer (up to symmetries) of a transformer model, given typical API access. For under $20 USD, our attack extracts the entire projection matrix of OpenAI’s ada and babbage language models. We thereby confirm, for the first time, that these black-box … ⌘ Read more

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Karmada v1.15 Released! Enhanced Resource Awareness for Multi-Template Workloads
Karmada is an open multi-cloud and multi-cluster container orchestration engine designed to help users deploy and operate business applications in a multi-cloud environment. With its compatibility with the native Kubernetes API, Karmada can smoothly migrate single-cluster… ⌘ Read more

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PEP 803: Stable ABI for Free-Threaded Builds
Version 3.15 of the Stable ABI will be compatible with both free-threaded and GIL-enabled builds. To allow this, the PyObject internal structure and related APIs will be removed from version 3.15 of the Limited API, requiring migration to new API for common tasks like defining modules and most classes. ⌘ Read more

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Gin 框架深度分析
Gin 是一個採用 Go 語言實現的 HTTP web 框架,提供了類似 Martini 的 API,但是性能遠強於 Martini,峯值性能是 Martini 的 40 倍。如果我們的項目需要高性能,毫無疑問採用 Gin。Gin 官網列舉了該項目的 8 個如下關鍵特性:高性能 中間件支持 防崩潰機制 JSON 校驗 路由分組 錯誤管理 內容渲染 示例 D ⌘ Read more

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Gin 框架深度分析
Gin 是一個採用 Go 語言實現的 HTTP web 框架,提供了類似 Martini 的 API,但是性能遠強於 Martini,峯值性能是 Martini 的 40 倍。如果我們的項目需要高性能,毫無疑問採用 Gin。Gin 官網列舉了該項目的 8 個如下關鍵特性:高性能 中間件支持 防崩潰機制 JSON 校驗 路由分組 錯誤管理 內容渲染 示例 D ⌘ Read more

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Go 圖形庫: github-com-fogleman-gg
簡介:什麼是 gggg 是由 Fogleman 開發的一個用 Go 編寫的 2D 圖形繪製庫,靈感來源於 Python 的 Cairo 和 Processing 項目。gg 旨在提供簡潔、直觀的 API,以實現圖像繪製、文本渲染、圖形組合等操作,適用於圖像處理、數據可視化、圖像合成等多種用途。適用場景包括:圖像處理(添加水印、標識等) 數據可視化(繪圖、圖表生成) 自定義圖像合成(如生 ⌘ Read more

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golang 每日一庫之 urfave-negroni
urfave/negroni 是一個輕量級的、可擴展的 Go 中間件庫,專爲構建 HTTP 服務而設計。它的核心理念是中間件棧(Middleware Stack),可以像洋蔥一樣一層層包裹處理請求,非常適合構建具有清晰請求生命週期的 Web 應用或 API。GitHub 地址:https://github.com/urfave/negroni特點–中間件機制清晰簡潔 :支持多箇中間 ⌘ Read more

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Of Pointlessware and CEOs
Had a moment, to check up on some of the companies, I stopped following, get to The Browser Company and see their newest product - it’s just Chrome, with an AI chat window pop-up and that’s it. Something Canary Chrome, come with already.
I see Theo from T3.gg, making fun of it on YouTube and promoting “his” product - an AI chat app, where you can choose from multiple models, by all the popular AI companies. Something I already have a worse version of, at work and I don’t even use it.
There’s also an interview, about the future of virtual keyboards, surely this is at least actually a real thing and not more pointless horse shit. I check the website of the keyboard SDK, and it’s around 20 identical apps, that just copy the same keyboard SDK/api and slap chatgpt features on top - in the App Store, these are surrounded by chatgpt clones, that just feed the users prompts, into the real thing and put ads, next to the answers.

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使用 Zig 開發 Nodejs 原生模塊
Node-API[1](前身爲 N-API)是 Nodejs 提供的用於構建原生插件的 API。它獨立於底層 JavaScript 運行時(例如 V8),並作爲 Node.js 自身的一部分進行維護。該 API 在不同版本的 Node.js 中具有穩定的應用二進制接口 (ABI)。其目的是使附加組件不受底層 JavaScript 引擎變化的影響,並允許爲一個主要版本編譯的模塊在以後的主要 Node ⌘ Read more

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Genode OS Framework 25.05 released
It’s been 9 years since we disrupted Genode’s API. Back then, we changed the execution model of components, consistently applied the dependency-injection pattern to shun global side effects, and largely removed C-isms like format strings and pointers. These changes ultimately paved the ground for sophisticated systems like Sculpt OS. Since then, we identified several potential areas for further safety improvements, unlocked by the evolution of the C++ core langu … ⌘ Read more

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API 設計的 “Go 境界”:Go 團隊設計 MCP SDK 過程中的取捨與思考
大家好,我是 Tony Bai。作爲開發者,我們每天都在與 API 打交道——調用它們,設計它們,有時也會爲糟糕的 API 設計而頭痛不已。一個優秀的 API,如同一位技藝精湛的嚮導,能清晰、高效地引領我們通往復雜功能的彼岸;而一個蹩腳的 API,則可能像一座佈滿陷阱的迷宮,讓我們步履維艱。那麼,在 Go 語言的世界裏,一個 “好” 的 API 應該是什麼樣子的?它應該如何體現 Go 語言簡潔、高 ⌘ Read more

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API 設計的 “Go 境界”:Go 團隊設計 MCP SDK 過程中的取捨與思考
大家好,我是 Tony Bai。作爲開發者,我們每天都在與 API 打交道——調用它們,設計它們,有時也會爲糟糕的 API 設計而頭痛不已。一個優秀的 API,如同一位技藝精湛的嚮導,能清晰、高效地引領我們通往復雜功能的彼岸;而一個蹩腳的 API,則可能像一座佈滿陷阱的迷宮,讓我們步履維艱。那麼,在 Go 語言的世界裏,一個 “好” 的 API 應該是什麼樣子的?它應該如何體現 Go 語言簡潔、高 ⌘ Read more

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i switched my bookmarks site from espial (unmaintained project) to linkding, and while i’ll miss espial’s simplicity, i do appreciate linkding’s power and the provided API.

at first i got auth working with my SSO (authelia) and was happy, but i want my public bookmarks available without login… and i couldn’t configure my proxy to make that work, because of issues with sub paths, which sucks. so i switched to linkding’s built-in auth. inconvenient, but worth it to share my bookmarks.

https://bookmarks.4-walls.net/bookmarks/shared

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RAG-MCP:突破大模型工具調用瓶頸,告別 Prompt 膨脹
大語言模型(LLM)的浪潮正席捲全球,其強大的自然語言理解、生成和推理能力,爲各行各業帶來了前所未有的機遇。然而,正如我們在之前的探討中多次提及,LLM 並非萬能。它們受限於訓練數據的時效性和範圍,也無法直接與瞬息萬變的外部世界進行實時交互或執行需要特定技能的操作。爲了彌補這些不足,賦予 LLM 調用外部工具(如搜索引擎、數據庫、計算器、各類 API 服務)的能力,成爲了學術界和工業界共同關注的焦 ⌘ Read more

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