In this issue, December 19, 2023 View it in your browser.

Apple MLX, Google Gemini, Apache Pinot 1.0, HashiCorp Terraform, AWS Free Tier API, JetBrains AI, Spring Boot 3.2, ML.NET 3.0, Android Studio, Architecture Pitfalls, Netflix Traffic, Communications for Leaders

Discover the latest innovations in Data Engineering at QCon London (8-10 April)

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Key Components of an Event-Driven Microservice Platform - Sponsored by Lightbend

Key Components of an Event-Driven Microservice Platform

This article delves into the ideal features of event-driven microservice platforms, covering scalability, fault tolerance, event sourcing, pub-sub messaging, and integration capabilities. It emphasizes decoupling services, event-driven communication patterns, and choosing the right platform for building robust systems. Learn more.

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Solomon Hykes Discusses Dagger, DevOps, and Docker

In this episode, Solomon Hykes, founder of Dagger and the original Docker project, sat down with Daniel Bryant to discuss the state of DevOps and how the new open source Dagger project aims to improve continuous delivery practices. Topics covered included the challenges of building applications, modernizing CI/CD tooling and practices, and building an effective community. (Podcast)

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Developer Experience for the 99%

In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Jean Yang, the head of product and observability at Postman, about the misalignment between academia, thought leaders, and the actual work being done in software development. (Podcast)

TOP AI, ML & Data Engineering NEWS HEADLINES

  1. Apple Open-sources Apple Silicon-Optimized Machine Learning Framework MLX

  2. Meta and IBM Lead Formation of AI Alliance to Drive Open-Source Innovation

  3. Microsoft's Orca 2 LLM Outperforms Models That Are 10x Larger

  4. Apache Pinot 1.0 Provides a Realtime Distributed OLAP Datastore

Google Launches New Multi-Modal Gemini AI Model

On December 6, Alphabet released the first phase of its next-generation AI model, Gemini. Gemini was overseen and driven by its CEO, Sundar Pichai and Google DeepMind. Gemini is the first model to outperform human experts on MMLU (Massive Multitask Language Understanding), one of the most popular methods to test the performance of language models. (News)

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TOP DevOps NEWS HEADLINES

  1. AWS Improves Kubernetes Monitoring with New Enhanced Observability for Amazon EKS

  2. Microsoft Announces Copilot for Azure, an AI Assistant for IT Professionals

  3. HashiCorp Terraform Cloud Operator for Kubernetes Improves Scalability and Performance

Implementing OSSF Scorecards across an Organization

Chris Swan provides a walkthrough of the steps involved in securing a first repository, and then what it takes to repeat that process across an organization with multiple repos. (Presentation with transcript included)

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Kubernetes Best Practices, 2nd Edition (By O'Reilly) - Sponsored by Microsoft Azure

Kubernetes Best Practices, 2nd Edition (By O'Reilly)

Get blueprints to build, deploy, and manage a successful multitier app in Kubernetes. Expand your working knowledge of Kubernetes with the latest edition of Kubernetes Best Practices. The revised chapters provide you with the tools to integrate Kubernetes clusters into your enterprise environment. Download Now.

TOP Cloud NEWS HEADLINES

  1. AWS Exposes Free Tier API to Help Developers Avoid Unexpected Bills

  2. Amazon RDS Now Supports IBM Db2

  3. Intuitive Application Resource Management with myApplications in the AWS Management Console

  4. Amazon ElastiCache Serverless: a New Option for Scaling Cache Capacity Instantly

Why Cloud Zombies Are Destroying the Planet and How You Can Stop Them

Holly Cummins explains how utilization and elasticity relate to sustainability. She also introduces a range of practical techniques, including absurdly-simple-automation, LightSwitchOps, and FinOps. (Presentation with transcript included)

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This webinar examines why a product-centric approach is crucial for digital transformation and efficient IT teams, the challenges of implementation and how to overcome them, and the tools and techniques needed to increase the likelihood of transition success. Watch Now On-Demand.

JetBrains Launches AI Assistant Integrated in its 2023.3 Release IDEs

JetBrains refreshes all of its IDEs in the last release of the year and promotes its integrated AI Assistant out of preview into general availability for paying customers. Besides its strong integration with the IDEs, JetBrains AI Assistant tries to stand out thanks to its support for multiple LLMs. (News)

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TOP Java NEWS HEADLINES

  1. JEP 423: Introducing Region Pinning to G1 Garbage Collector in OpenJDK

  2. Stream API Evolution: a Closer Look at JEP 461's Stream Gatherers

  3. Java News Roundup: JDK 22 in Rampdown, JDK 23 Expert Group, Spring Cloud 2023.0, TornadoVM 1.0

Spring Boot 3.2 Delivers Support for Virtual Threads and Modern RestClient and JdbcClient

The Spring Boot team released Spring Boot 3.2 in November 2023. This latest release is packed with features, the most noteworthy of which is the support for Virtual Threads and Coordinated Restore at Checkpoint (CRaC). Other features include SSL Bundle reloading, Rest Client and JDBC Client interface support, observability improvements, and many others. (News)

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Introducing the FDAP Stack - Sponsored by InfluxData

Introducing the FDAP Stack

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Microsoft Released ML.NET 3.0: Deep Learning and Data Processing Improvements

ML.NET version 3.0 has been officially released, introducing new features and enhancements. Notably, deep learning capabilities have been significantly expanded with advancements in Object Detection, Named Entity Recognition, and Question Answering and more. (News)

Android Studio Hedgehog Upgrades to IntelliJ 2023.1, Improves Developer Experience, and More

The latest release of Android Studio, dubbed Hedgehog, is now stable. It includes IntelliJ 2023.1, new features for improving app performance, boosting developer productivity, and creating UI using Jetpack Compose. (News)

12 Software Architecture Pitfalls and How to Avoid Them

Knowing about potential software architecture pitfalls can help teams by keeping them away from tempting paths that will not take them where they want to go. This article covers some of those pitfalls, and provides guidance on how they can be avoided. (Article)

Using Traffic Modeling to Load-Balance Netflix Traffic at Global Scale

Niosha Behnam and Sergey Fedorov discuss how Netflix has shifted from geo-based DNS load-balancing to a latency-based approach, relying on real-user measurements and building a model of Netflix traffic. (Presentation with transcript included)

TOP Culture & Methods NEWS HEADLINES

  1. Why Leading without Blame Matters to Leaders and Teams

Virtual Panel: Communications from a Leader’s Perspective

InfoQ spoke to several technical leaders to understand how they adapt their communication strategies for the current challenges in the distributed and technology-driven workplaces. (Article)

The Shape of Thoughts: How to Create Visual Templates to Bring Clarity, Context and Change to You and Your Teams!

Gemma Honour discusses how simple shapes can shape thinking, and break down difficult problems into something that is manageable and approachable. (Presentation with transcript included)

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