Scala Center’s Post

🔧 Build Scalable, Maintainable Software with Clean Architecture in Golang! When it comes to building robust, scalable applications, clean architecture is key. For Golang developers, implementing clean architecture principles means more modular, testable, and maintainable code. In our latest blog, we explore how to apply clean architecture in Golang projects, ensuring your applications are built for long-term success. 👉 Learn how clean architecture can improve your Golang applications: Clean Architecture in Golang https://lnkd.in/gReUtxFS #CleanArchitecture #Golang #SoftwareDevelopment #CodingBestPractices #ScalableSoftware #ReliaSoftware

Curious about what's in store for Scala in 2024? Check out our blog post detailing the Scala 3 Roadmap for the year ahead! 🖊  🚀 Discover faster releases, improved build times, seamless tool integration, and much more. 🖱 Don't miss out—click the link below to read all about it! 🔗 Read here:  https://lnkd.in/dueHJnWm #scala3 #roadmap2024 #techupdates

Welcome back to #techtuesday folks! This week we present Shivani Dhoke, Software Engineer at EM, and her post on application architectures using Node.js. In this article Shivani explores the most commonly discussed architectural patterns - Monolithic and Microservices. She walks you through their scope and relevance with an example or two and explains the best possible context in which to deploy each, in terms of scalability and complexity of applications. Gain fresh insight from her observations on Monolithic vs Microservices architectural variants and get better at what you do! Access the link below and do not forget to like and share the post! https://lnkd.in/g6y6WKHP

Choosing the Right HTTP Framework for Your Next Scala Project. Scala developers, are you making the most of your tech stack? With frameworks like Http4s, ZIO-http, Tapir, and Caliban, the choices for building efficient and scalable APIs in Scala have never been broader—but also more nuanced. Our latest article dives deep into the strengths, challenges, and best use cases of these frameworks, offering hands-on insights and examples to help you make an informed choice. From performance comparisons to real-world implementation tips, this article is your guide to mastering HTTP frameworks in Scala. 👉 Read now and let us know which framework has worked best for your projects. https://lnkd.in/eHBtG5PR #Scala ##HivemindTechnologies #FunctionalProgramming #frameworks #ZIO #Tapir #Caliban #ScalableAPI Ignacio Gallego Sagastume

I wrote this article for Hivemind Technologies . Please send me your feedback: which HTTP Framework do you use / recommend ?

Building highly concurrent and scalable applications with Akka. - Distributed Concurrency and Parallelism (not java threading, deadlock, synchronization etc). Hum- anyone remembers Event Management and Finite State Machine? - How to restore the state of an entity/actor when system restarts or crashes. - How to implement a CQRS system. - How to ensure reliable delivery of messages in face of network errors and system crashes. - How to introspect domain events that have led an entity to its current state. - How to leverage Event Sourcing in your application to support long-running processes while the project continues to evolve The actor is the core primitive of Akka. Actors are a fundamental model for concurrency. An actor is a lightweight but powerful object that gives you a simple, high-level abstraction for distribution, concurrency, and parallelism. You can instantiate several million actors per GB of heap memory. Each actor can receive asynchronous messages, make local decisions, create more actors, send more messages, and determine how to respond to the next message received.

💡🔧 Behold! With Lightbend, Inc.’s #Kalix, the world of reactive systems awaits - to show it, Bartosz Budnik described in his tutorial how to build a simple invoicing application using this framework. ⬇ Here’s a brief overview of what we'll explore: 🛠️ Setting up a basic invoicing system - starting with initializing the project with sbt and moving on to defining the protobuf messages. 🔄 Deep dive into the command handlers and entity services - how to manage various invoice operations to ensure all data remains consistent and scalable. 🧠 Thoughts on Kalix - building reactive systems with minimal setup? Rapid deployments, but with what limitations? Full guide and more on the dev side of things right here: 👉 https://lnkd.in/dRE_-yi7 #reactivesystems #softwaredevelopment #devops #lightbend #kalix #scala

🚀 Excited to introduce Bazel Scala Monorepo: An example monorepo using Bazel and Scala, demonstrating how to structure and manage multiple Scala microservices! Check it out here: https://lnkd.in/dTA245tP This project represents my take on the Monorepo vs. Multirepo debate, with a focus on productivity and speed. In short, a monorepo approach optimizes code reuse and prevents conflicts across microservices, while Bazel makes it fast! Key features of monorepo with Bazel include: - Fast builds with caching—even test results are cached to save time! - Code reusability across the monorepo, boosting developers efficiency. - Flexible testing options (unit, integration..). - End-to-end support for Docker image creation, GitHub Actions, and consistent code formatting. Working daily with a similar stack, I've seen how this setup minimizes CI wait times and keeps developers happy and productive. #Bazel #Scala

Greetings Gophers! Embark on a Golang Journey: Where Simplicity Meets Power 🚀 Are you ready to elevate your development skills and explore the robust world of microservices with Go? 🌟 In our latest article, we delve into how Go's simplicity and powerful features can help you build scalable, maintainable microservices that set your applications apart. Get hands-on experience by creating your very first user management service while grasping key concepts like API gateways and containerization with Docker. Whether you're a seasoned developer or just starting, this guide offers valuable insights to streamline your workflow and enhance collaboration within product teams. Don't miss out on expanding your expertise—join us as we harness the full potential of Go for modern software architecture! Read the article now! 🛠️

Maestro: Netflix’s Workflow Orchestrator Netflix Technology Blog By Jun He, Natallia Dzenisenka, Praneeth Yenugutala, Yingyi Zhang, and Anjali Norwood #Netflix announced that the Maestro source code is now open to the public! Please visit the Maestro #GitHub repository (https://lnkd.in/eAWjSmRZ) to get started. What is #Maestro Maestro is a general-purpose, horizontally #scalable #workflow #orchestrator designed to manage large-scale workflows such as #datapipelines and #machinelearning #modeltrainingpipelines. It oversees the entire lifecycle of a workflow, from start to finish, including retries, queuing, task distribution to compute engines, etc.. Users can package their business logic in various formats such as #Docker images, notebooks, :bash script, #SQL, #Python, and more. Unlike traditional workflow orchestrators that only support #DirectedAcyclicGraphs (#DAGs), Maestro supports both acyclic and cyclic workflows and also includes multiple reusable patterns, including foreach loops, subworkflow, and conditional branch, etc. https://lnkd.in/eVD7M589