🔎 Meta Open Source 101🔎 Introducing Hydra, a powerful framework for elegantly configuring complex applications. Whether you're managing ML experiments or any intricate project, Hydra simplifies the process. 1️⃣ First, install Hydra using pip: `pip install hydra-core --upgrade` This command installs Hydra and its core dependencies, getting you ready to start leveraging its capabilities. 2️⃣ To get started, create a configuration file, typically in YAML format. For instance, `config.yaml`: ``` db: driver: [DB_DRIVER] user: root password: [SECRET] ``` Hydra makes it easy to manage hierarchical configurations for more complex setups. 3️⃣ Finally, in your Python script, use Hydra to load and access these configurations: ``` import hydra from omegaconf import DictConfig @hydra.main(config_path="config.yaml") def my_app(cfg: DictConfig): print(cfg.db.driver) if __name__ == "__main__": my_app() ``` Hydra's flexibility allows for seamless integration into your projects. With Hydra, managing complex configurations becomes a breeze, enabling you to focus on your core development tasks. Explore more features and documentation on their website ( https://hydra.cc/) or watch one of the Meta Open Source's videos about the project: https://lnkd.in/gFBbTpYs
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#Wasm - Originally created as a secure sandbox to run compiled C/C++ code in web browsers, WebAssembly (Wasm) has been gaining traction and momentum on the server-side. In the cloud, Wasm provides a lightweight, fast, secure, language-agnostic, and cross-platform application runtime for diverse user-submit workloads. It is quickly becoming a key part of the cloud-native technology stack. As Wasm is adopted across cloud-native projects, products, and services, the CNCF worked together with the Wasm community to create a Wasm landscape to help better understand the scope of the Wasm ecosystem. As the original Cloud Native Landscape helped chart the massive ecosystem around cloud native technologies, the CNCF believe the same is needed for Wasm as the ecosystem evolves and grows. The initial Wasm landscape, published in time for the WasmCon conference, includes 11 categories and 120 projects or products, representing $59.4B in total economic value. The Wasm landscape is divided into two large areas: Dev (application development) and Ops (application deployment).
Introducing the Wasm landscape (in English and Chinese)
cncf.io
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Learn to harness AWS Distro for #OpenTelemetry to gain insights into app performance. Explore the capabilities of ADOT, from auto-instrumentation to seamless integration with #AWS #XRay & #CloudWatch, enabling real-time visibility and optimization. https://bit.ly/3TS8MT3
OpenTelemetry on AWS: AWS Distro for OTel (ADOT) & How to Use It - Lumigo
https://lumigo.io
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💥 This one's been a long time coming! 💥 The latest version of Celest lays out the foundation for our vision to bring Dart and Flutter to the cloud. We can't wait to see what you build with it. Let us know your thoughts as you try it out, and don't hesitate to ask any questions! And if you want to learn more about our vision for backend development, check out this post I wrote called "How we want to backend" https://lnkd.in/gvUNJEmK Flutter is the future! 🚀💙
Hey Celest fam, we are excited to announce the release of Celest 0.4, a major step forward in our mission to bring Dart and Flutter to the cloud! 🎉☁️ This release includes: ✅ Flexible HTTP customization via new annotations ⭐️ Improvements to the developer experience 🚀 A preview of running Flutter UI code in the cloud We've also published an in-depth look at Celest's unique "infrastructure-from-code" design philosophy and how it leverages Dart to streamline cloud development. Upgrade now with `celest upgrade` and check out the announcement blog for all the details: https://lnkd.in/gacb8KV9
Fluttering in the sky | Celest
celest.dev
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𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗼𝘂𝗿 𝗖𝗹𝗼𝘂𝗱 𝗡𝗮𝘁𝗶𝘃𝗲 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗦𝘁𝗮𝗿𝘁𝗲𝗿 𝗞𝗶𝘁: 𝗖𝗚𝗗𝗲𝘃𝗫. 🟠 Need to supercharge your development journey? Say hello to the CGDevX Cloud Application Starter Kit (CNASK). Built by developers for developers, CNASK is your go-to solution for kick-starting cloud-native applications with ease. The power of CGDevX lies in robust infrastructure management tools without the hassle. Simplify your development process. #CloudNative #ApplicationDevelopment #CGDevX
Announcing the CGDevX Cloud Native Application Starter Kit
cloudgeometry.io
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Introducing Milvus Lite: An interesting approach to have a very simple lightweight implementation of a service that allows for super fast local development, and then allow to make an easy switch to the heavier implementation, like a distributed service or a cloud offering. This allows for fastest possible development iterations, while keeping switching cost to a production service low. I'm always surprised why this is not a more often implemented solution, especially for companies that plan on cloud business.
Introducing Milvus Lite: Start Building a GenAI Application in Seconds
milvus.io
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⚡️ We just released Terramate v0.4.4 🎉🚀 Here's an overview of what has changed: 🛠️ A brand new feature is Terramate Scripts, which allows you to define a sequence of commands to be executed in stacks. 📈 Terramate now supports better code generation using stack filters that rapidly improve the performance when generating code in a subset of stacks. 🤝 Completely reworked documentation, which is now feature-complete, including new getting-started guides and proper documentation of all commands available in the CLI. For a comprehensive overview of all changes, please see our latest blog post at 👉 https://lnkd.in/g_U3AdXb #terraform #opentofu #cloud #devops
Introducing Terramate v0.4.4 🎉
blog.terramate.io
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Google Cloud Sales Engineer at Tech Snobs | 2X Google Cloud Certified | Ask me about Google Cloud and predictive modeling
Great update from Day 1 of #googleCloudNext: “With Duet AI, developers can use natural language to quickly understand complex code and APIs, follow best coding practices, quickly generate unit tests, and more. Duet AI’s code and chat assistance are available in our development environments such as the Google Cloud console, Cloud Workstations and Cloud Shell Editor. In addition, through our Cloud Code IDE extensions, you can also find Duet AI in third-party IDEs such as VSCode and JetBrains IDEs like CLion, GoLand, IntelliJ, PyCharm, Rider and WebStorm.” https://lnkd.in/eXT8MQdx #googleCloud #googleCloudNext #duetAI
Duet AI in Google Cloud Preview | Google Cloud Blog
cloud.google.com
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I've been away in Europe, and most importantly, away from my computer. That is ending soon and I'm starting to think about what is next in my career as Solutions Architect. I've been wanting to do a blog/podcast for awhile, and have been contemplating the content I could provide. I have several SaaS services, all of which are at the startup stage. Each one is different, but each leverage my own personal thoughts on a dynamic scale applications leveraging cloud resources. As silly as it sounds to me, I'm thinking why not simply discuss the Solution Architecture I used for each of these solutions? (Note: Application architecture is very different from Solution architecture) i have also seen and experienced several failed attempts at the cloud, and I could discuss them as well. I also know a few folks that know and understand how cloud applications is very different from client/server applications. This includes my interview on @dotnetrocks show https://lnkd.in/guKjKZ_f So that is what I'm going to do, simply record my thoughts on how businesses can best use cloud resources in my opinion and my opinion alone. I'm thinking a recording on a bi-weekly basis to start. #digitaltransformation
.NET Rocks!
dotnetrocks.com
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Is anyone still overwhelmed by the Cloud Native Landscape and the 1200+ cards presented there? Well, get ready for another leap: CNCF has launched the Wasm landscape! While this addition is ten times smaller than the original landscape at the moment, it’s exciting to see what we already have today, right? The WebAssembly landscape comprises two big categories: application development and application deployment. *** 𝘼𝙥𝙥𝙡𝙞𝙘𝙖𝙩𝙞𝙤𝙣 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩 lists: * 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗹𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀, including compiled, managed, scripting ones, and even optimised explicitly for Wasm. Have you heard of WasmEdge QuickJS (https://lnkd.in/gmECeJFh), Moonbit (http://moonbitlang.com/) and Grain (http://grain-lang.org/)? * 𝗥𝘂𝗻𝘁𝗶𝗺𝗲𝘀 — the cornerstone of the ecosystem. They execute the Wasm bytecode and provide essential features like sandbox safety, security, speed, and cross-platform portability. Ten of them are presented, including two hosted by the CNCF itself: WasmEdge (https://lnkd.in/gzRNW2zT) and wasmCloud (https://wasmcloud.com/). * 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀 that extend runtime capabilities with HTTP(S) networking, database access, etc. * 𝗘𝗱𝗴𝗲 & 𝗯𝗮𝗿𝗲 𝗺𝗲𝘁𝗮𝗹-focused projects. * 𝗔𝗜/𝗠𝗟 inference backends, pre- and post-processors. * A special 𝗘𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗳𝘂𝗻𝗰𝘁𝗶𝗼𝗻 section which refers to projects using Wasm internally. Did you know that traffic proxies such as Envoy and Istio use Wasm to execute custom logic in the data plane? * Finally, there is the 𝗧𝗼𝗼𝗹𝗶𝗻𝗴 section. It lists ten tools that assist in compiling various code to Wasm and build apps. Emscripten (https://emscripten.org/), which compiles C and C++ to WebAssembly using LLVM and Binaryen, is probably the most well-known project here. The 𝘼𝙥𝙥𝙡𝙞𝙘𝙖𝙩𝙞𝙤𝙣 𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩 category highlights orchestration & management projects that help you to build Kubernetes clusters running Linux containers and Wasm containers side by side. You can use specific 𝗢𝗖𝗜 𝗿𝘂𝗻𝘁𝗶𝗺𝗲𝘀, such as crun (https://lnkd.in/gFRQEPfj) and youki (https://lnkd.in/gd5uuaEM), together with WasmEdge to achieve that. Relying on runwasi (https://lnkd.in/g_RwhNE5) as your 𝗰𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿𝗱-𝘀𝗵𝗶𝗺 is another option. Other deployment-related items include hosted platforms, decentralized platforms, debugging and observability tools, and artifact repositories. *** To sum it up, the Wasm ecosystem is thriving based on what we can see in the CNCF Wasm landscape today. Check it out at https://lnkd.in/gGuFuBcj! P.S. Find even more details about this landscape in the CNCF blog: https://lnkd.in/gvmyw8Ek #webassembly #wasm #cncf #opensource
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