MetaGPT, Kubeflow, Golem Wasm, Grails 6.0, .NET MAUI in .NET 8, Cloud Sustainability, Shopify Teams

In this issue, August 29, 2023 [View it in your browser.]( [MetaGPT](#MetaGPT), [Policy Automation](#Policy), [Kubeflow](#Kubeflow), [Redis 7.2](#Redis), [Golem Wasm](#Golem), [Ngrok Static Domain](#Ngrok), [Grails 6.0](#Grails), [Eclipse JNoSQL](#Eclipse), [.NET MAUI in .NET 8](#dotnet), [Apache Helix](#Apache), [Cloud Sustainability](#Cloud), [Shopify Teams](#Shopify) [QCon San Francisco 2023 (October 2-6). Early bird pricing extended until September 5.]( This October, learn from senior practitioners driving innovation and change in software. Get the practical inspiration and best practices you need to implement emerging software trends directly from senior software developers at early adopter companies. [Book before September 5 and save with early bird prices. Register now](!  Sponsored by Interview Kickstart [Interview Kickstart]( [2 million AI job shortfall: Seize the opportunity NOW [Free Webinar]]( The future is AI and the future is now. We stand where Software did a decade ago. Early adopters stand to benefit the most. Join Interview Kickstart's free session to explore your AI career path, gain industry insights from FAANG AI & ML engineers, and ask your most pressing questions. [Register now](. [( [] [Developer Enablement at Spotify with Pia Nilsson]( In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Pia Nilsson, Lead Platform Developer, Experience Lead at Spotify about what it takes to create a great developer experience. (Podcast) [AI, ML & Data Engineering Latest Content]( TOP AI, ML & Data Engineering NEWS HEADLINES - [] [MetaGPT Leverages Human Collaboration Techniques for Multi-Agent-Based Software Engineering]( - [] [LMSYS Org Releases Chatbot Arena and LLM Evaluation Datasets]( [] [What is Derived Data? (and Do You Already Have Any?)]( Felix GV explains what derived data is, and dives into four major use cases which fit in the derived data bucket, including: graphs, search, OLAP and ML feature storage. (Presentation with transcript included) Sponsored by ScyllaDB [ScyllaDB]( [7 Reasons Not to Put an External Cache in Front of Your Database]( Join this webinar to learn about different approaches to caching, seven specific reasons why external caching can be a bad choice, and the advantages & architecture of specialized row-based caches. [Live Webinar, September 7th, 2023 - Save your Seat](. [DevOps Latest Content]( TOP DevOps NEWS HEADLINES - [] [Improving Developer Efficiency with Policy Automation at DoorDash]( - [] [Kubeflow, the Machine Learning Toolkit for Kubernetes, Has Been Accepted as CNCF Incubation Project]( [] [Cloud Provider Sustainability, Current Status and Future Directions]( Adrian Cockcroft explains what is available now in terms of green energy, and public roadmap statements and commitments that have been made by AWS, Azure and GCP. (Presentation with transcript included) [Cloud Latest Content]( TOP Cloud NEWS HEADLINES - [] [Amazon Interactive Video Service Announces Real-Time Streaming]( - [] [Cost-Effective Solution for Infrequent Data Access and Retention with Azure Blob Storage Cold Tier]( - [] [Redis 7.2 Now Available with Scalable Search, Auto Tiering, Triggers and Functions]( - [] [Golem Unveils a Resilient Computing Platform for Serverless Workers with WebAssembly Component Model]( [] [Vector Engine for Amazon Opensearch Serverless Now in Preview]( AWS announced the preview release of vector storage and search capability within Amazon OpenSearch Serverless. The capability is intended to support machine learning augmented search experiences and generative AI applications. (News) Sponsored by DoiT [DoiT]( [Your guide to FinOps for startups]( Learn how to use FinOps principles to understand, optimize and control cloud costs and to make better spending decisions based on data. [Get your guide today](. [Development Latest Content]( [] [Ngrok Starts Offering One Static Domain to All of its Free Users]( To make it easier for developers to expose their local services to the Internet while developing them, ngrok is now providing them with the possibility to create and use one static domain for free, instead of relying on time-limited, random domains. (News) Sponsored by ScyllaDB [ScyllaDB]( [SQL to NoSQL: Architectural Differences]( Read this paper to understand SQL to NoSQL architectural differences, the tradeoffs between flexibility, scale, cost, and considerations for successful SQL to NoSQL migrations. [Download now](. [Java Latest Content]( TOP Java NEWS HEADLINES - [] [Grails 6.0 Released: Embracing Modern Java, Enhanced Micronaut Integration, and More]( - [] [Java News Roundup: JDK 21 RC1, Apache Camel 4.0, Payara Platform, Apache Tomcat, Micronaut]( [] [Leveraging Eclipse JNoSQL 1.0.0: Quarkus Integration and Building a Pet-Friendly REST API]( Eclipse JNoSQL 1.0.0 modernizes NoSQL integration with advanced features, standardized specs (Jakarta NoSQL & Jakarta Data), enhanced queries, schema migration, and Quarkus framework compatibility. It simplifies NoSQL use, boosts performance, scalability, and integrates seamlessly, empowering developers with tools to streamline data management in modern apps. (Article) [.NET Latest Content]( TOP .NET NEWS HEADLINES - [] [Teams Toolkit for Visual Studio: Automated Lifecycles and Integrated Bot Debugging]( - [] [Fluid Framework 2.0 Alpha Features SharedTree Distributed Data Structure and Developer Tools]( - [] [NuGet 6.7 Announced with Enhanced Security Features]( [] [.NET MAUI in .NET 8 Preview 7 with Keyboard Accelerators, Fixes and Improvements]( .NET MAUI is now available in .NET 8 Preview 7. This version introduces keyboard accelerators and more bug fixes and enhancements. This is the final familiarisation release of .NET 8. With this announcement came further community concerns about the framework. (News) [Architecture & Design Latest Content]( TOP Architecture & Design NEWS HEADLINES - [] [Obituary: Stefan Tilkov]( [] [Pinterest Revamps Its Asynchronous Computing Platform with Kubernetes and Apache Helix]( Pinterest created the next-generation asynchronous computing platform, Pacer, to replace the older solution, Pinlater, which the company outgrew, resulting in scalability and reliability challenges. The new architecture leverages Kubernetes for scheduling job-execution workers and Apache Helix for cluster management. (News) [Culture & Methods Latest Content]( TOP Culture & Methods NEWS HEADLINES - [] [Embracing Complexity and Emergence in Organisations]( [] [Reducing Verification Lead Time by 50% by Lowering Defect Slippage and Applying AI/ML Techniques]( Can we increase our flexibility? Can we increase our test coverage? Can we increase our efficiency? And is it possible to reduce our verification lead-time by 50%? One company challenged itself with these questions. This article explores two important “‘pillars”’ of their testing strategy: shifting left and using state-of-the-art techniques to support verification activities. (Article) [] [The Future of Work: How Flexibility Unlocks Potential for People and Organizations]( Brian Elliott discusses the last two years which created a massive discontinuity in how we work, and now the debate takes place asking if we should be going back or investing to move forward? (Presentation with transcript included) [] [Building High-Trust and High-Performing Teams at Shopify in a Remote World]( Jesse McGinnis reflects on his own journey as a leader at Shopify as they navigated the world of transitioning to be digital-only, sharing three key elements of win for Shopify. (Presentation with transcript included) InfoQ Call for Contributors Write for InfoQ: Share knowledge, connect with the global software development community, and grow your career Are you an experienced senior software engineer or technical leader that is passionate about innovation, adoption of technologies, and the learning and sharing of knowledge with your peers? InfoQ content is written exclusively by software practitioners like yourself, with the goal of sharing inspiring content from real-world use cases, best practices used by innovator and early adopter companies, and news on emerging trends. [Join the InfoQ Writing Team]( SPONSORED CONTENT Latest Sponsored Resources [document][See us at 2023 SAFe Summit! 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