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 Charles Humble discusses the design of the Ballerina programming language with its lead designer James Clark. They discuss how the goals of the language inform a number of design choices including the type system, error handling, the concurrency model, and the language’s built-in support for visualization of program flows. (Podcast) |
 In this podcast, Shane Hastie, lead editor for culture & methods, spoke to Anand Safi about making the shift from being an individual contributor to an engineering manager. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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| A team from Facebook AI Research (FAIR) and the University of Guelph have open-sourced an improved Graph HyperNetworks (GHN-2) meta-model that predicts initial parameters for deep-learning neural networks. GHN-2 executes in less than a second on a CPU and predicts values for computer vision (CV) networks that achieve up to 77% top-1 accuracy on CIFAR-10 with no additional training. (News) |
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TOP DevOps NEWS HEADLINES |
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 John Egan discusses how companies of any scale can improve their understandability by lowering their barriers to incident reporting and simplifying their processes for documenting postmortems. (Presentation with transcript included)
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| Fleet is JetBrains' attempt to provide a polyglot, lightweight IDE, including support for remote workspaces. Additionally, the latest release of IntelliJ also brings support for remote development to JetBrains IDEs. (News) |
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TOP Java NEWS HEADLINES |
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 Complex enterprise applications usually come with varying business logic. Such conditions and subsequent system actions, known as rules, are ever-varying and demand the involvement of domain-specific knowledge more than technology and programming. The rules must reside outside the codebase, authored by people with core domain expertise with minimal tech knowledge. (Article) |
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In case you missed it |
 In this article, the author demonstrates how we can change the behavior of sealed methods in C#. This can be done by understanding how code generation and compilation work in the .NET platform. (Article) |
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| Google recently announced the release of Angular 13, their popular single-page application framework, continuing the steady stream of small improvements we have seen since the release of the Ivy engine in Angular 9. (News) |
SPONSOR AD  Learn how to design an expressive, demand-oriented schema for your graph that enhances predictability for API consumers. Learn how to build your schema with developer ergonomics in mind, including establishing naming conventions, handling nullability and abstract types. [On-Demand Webinar] Watch Now. |
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TOP Architecture & Design NEWS HEADLINES |
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 After shortly introducing design patterns at different levels of abstractions, this article will present a few patterns specifically suited to serverless systems, including the Pipes and Filters pattern, and show a POC implementation using AWS EventBridge. (Article) |
 Alex Gallego discusses the lessons learned building a new storage engine from scratch with no virtual memory, no page cache, with purpose-built read-ahead and write-behind strategies. (Presentation with transcript included) |
SPONSOR AD  Learn how to design an effective and explicit microservices system end-to-end, how to slice a big application into a collection of microservices, how to build a simple yet powerful CI/CD pipeline for infrastructure changes, and more. Download now. |
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TOP Culture & Methods NEWS HEADLINES |
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 There are many styles and forms of leadership. In this article, we explore social leadership, a form of leadership that has helped to challenge views on what leadership truly is and find out what behaviours can help create collaborative cultures and spaces where learning and meaningful engagement matter the most. (Article) |
 Redgate Software runs a yearly deliberate reteaming process across engineering to alter how they invest the efforts of teams and encourage people to move towards the work they find most engaging. Self-selection reteaming is an effective and empowering method of aligning with company goals. It normalized the idea of people moving between teams for personal development and renewed sense of purpose. (Article) |
 The panelists discuss how they identify technical debt, how they make room to invest in paying debt down, and how they approach work to minimize future debt. (Presentation with transcript included) |
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Service Mesh at Scale: Approaches to Multi-Cluster Deployment Patterns |
