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 We are talking with Philip Howes about how to get value from your ML model as fast as possible. We will also talk about how to improve your deployed model, and what tools you can use when setting up ML projects. We conclude by discussing how stake holders should be involved, and what makes up a complete ML team. (Podcast) |
 In this podcast, Shane Hastie, spoke to Missy Lawrence Johnston about the human skills engineers and engineering leaders need to build in the digital age. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 In a web-based service, a slowdown in request processing can eventually make your service unavailable. Chances are, not all requests need to be processed right away. Some of them just need an acknowledgement of receipt. Have you ever asked yourself: “Would I benefit from asynchronous processing of requests? If so, how would I make such a change in a live, large-scale mission critical system?” (Article) |
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 At QCon Plus November 2021, Nora Jones, CEO and founder of Jeli, talked about how to build production readiness reviews (PRR) with emphasis on context and psychological safety. Her talk focused on the particulars of a PRR process that relates to incidents. (Article) |
 Suhail Patel goes through Monzo’s early investment in Developer Tooling, showcasing Monzo’s deployment/release tooling which enables engineers to ship hundreds of times a day with confidence. (Presentation with transcript included)
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TOP Cloud NEWS HEADLINES |
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 Justin Cormack discusses the present and future of cloud tech, ebpf, isolation, kernel improvements, and more. (Presentation with transcript included) |
SPONSOR AD  Learn about the challenges associated with managing a multi-cluster, multi-tenant environment in this cheat sheet from our friends at D2iQ. Download now. |
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TOP Java NEWS HEADLINES |
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| This week's Java roundup for September 5th, 2022, features news from OpenJDK, JDK 20, Jakarta EE 10, Spring Cloud 2021.0.4, Quarkus 2.12.1, Micronaut 3.6.2 and 3.6.3, Helidon 2.5.3, important changes to upcoming JDK 8 maintenance release, Hibernate ORM 6.1.3, Reactive Native JHipster 4.3.0, Apache NetBeans 15, Apache Groovy 4.0.5, Apache Camel 3.18.2, Ktor 2.1.1 and the JavaZone conference. (News) |
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| Microsoft announced on August 25th that .NET 7 SDK will include support for creating containerised applications as part of a build publish process, bypassing the need for explicit Docker build phase. (News) |
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TOP Web Development NEWS HEADLINES |
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| While JavaScript runtimes use garbage collection to manage memory, this does not rule out the possibility of leaking memory. To detect all possible cases where memory is leaked, Facebook created and open-sourced MemLab, a tool able to run predefined, automatable test scenarios and analyze heapshot diffs. (News) |
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Learn about common release management feature flag use cases and how to deploy release management feature flags using Ring and Percentage deployment. You'll also learn about release management best practices across the software development lifecycle. Download now. |
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| Announced at WWDC 2022, Swift 5.7 is now officially available. It includes major improvements to the compiler internals, and many syntax and standard library additions, including String regex, concurrency updates, and more. (News) |
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TOP Architecture & Design NEWS HEADLINES |
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| AWS recently announced that Event Ruler, the component managing the routing rules of Amazon EventBridge, is now open source. The project is a new option for developers in need to match lots of patterns, policies, or expressions against any amount of events in near real-time. (News) |
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TOP Culture & Methods NEWS HEADLINES |
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 Some habits carried over from in-person work continue to damage collaboration and engagement for hybrid and remote teams. By not addressing these habits, teams are experiencing deteriorating morale, lack of trust and connection required for meaningful collaboration. Here are four examples of habits leaders can address today to build more connected, engaged and innovative teams. (Article) |
 The panelists discuss teamwork from a variety of perspectives, from a traditional office setting to remote-first to a hybrid one, and how to be successful in a productive hybrid team. (Presentation with transcript included) |
 Susanne Kaiser illustrates the concepts of DDD, Wardley Mapping and Team Topologies, and demonstrates how these techniques help to evolve a fictitious legacy system for a fast flow of change. (Presentation with transcript included) |
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