 The InfoQ trends reports provide a snapshot of emerging software technology and ideas. We create the reports and accompanying graphs to aid software engineers and architects in evaluating what trends may help them design and build better software. Our editorial teams also use them to help focus our content on innovator and early adopter trends. (eMag) |
 In this episode of the podcast, Thomas Betts speaks with Fran Mendez about version 3 of AsyncAPI. The standard format for describing asynchronous APIs has evolved, and has made some breaking changes to address limitations in earlier versions. (Podcast) |
 In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Shobana Radhakrishnan a senior director of engineering at Google TV, about the importance of culture in teams, self-sustaining leadership and "Orgitecture". (Podcast) |
 In this episode of the podcast, members of the InfoQ editorial staff will be discussing the current trends in software architecture and design, as part of the process to create our annual trends report. These reports provide InfoQ readers with a high-level overview of the topics to pay attention to, and also help the editorial team focus on innovative technologies. (Podcast) |
 In this podcast the whole Culture & Methods editorial team plus Rebecca Parsons, CTO of Thoughtworks, explore the trends they see happening in the technology industry in 2023. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 Mehrnoosh Sameki discusses Responsible AI best practices to apply in a machine learning lifecycle and shares open source tools to incorporate to implement Responsible AI in practice. (Presentation) |
 Mathew Teoh explores how LinkedIn's People Search system uses ML to surface the right person that you're looking for, including but not limited to: retrieval - determining the profiles relevant to your search intent; ranking - selecting the most relevant profiles to show you. (Presentation) |
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TOP DevOps NEWS HEADLINES |
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 Transitioning from a "Compliancе-First" approach to a "Risk-First" mindset rеcognizеs that compliancе should not be viеwеd in isolation, but as a componеnt of a broadеr risk managеmеnt strategy. (Article) |
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TOP Cloud NEWS HEADLINES |
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| Recently, AWS introduced a new Data API for Aurora Serverless v2 and Aurora provisioned database instances. Currently available for PostgreSQL clusters only, the Data API doesn't require persistent connections to a database cluster, addressing a long-awaited need among developers to simplify serverless deployments. (News) |
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TOP Development NEWS HEADLINES |
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| AWS has recently announced the preview of Amazon Q Code Transformation, a service designed to simplify the process of upgrading existing Java application code through generative artificial intelligence. The new feature aims to minimize legacy code and automate common language upgrade tasks required to move off older language versions. (News) |
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TOP Java NEWS HEADLINES |
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| Stable Diffusion in Java (SD4J) is a modified port of the Stable Diffusion C# implementation with support for negative text inputs. Stable diffusion is a deep learning text to image model based on diffusion. SD4J can be used, via the GUI or programmatically in Java applications, to generate images. (News) |
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TOP .NET NEWS HEADLINES |
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| Microsoft has released Visual Studio 2022 17.9 Preview 2, the last release concluding development efforts for 2023. This update builds upon the foundation provided by Preview 1 in November. Preview 2 brings improvements and new features regarding C++, .NET MAUI, Remote Linux Unit Testing, Teams Toolkit and many more. (News) |
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 Katie Sylor-Miller discusses the world of Front-end Platform Engineering, exploring the unique challenges, strategies, and best practices involved in creating robust, scalable, performant, and reliable systems. (Presentation) |
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| Google introduced its new Google AI SDK to simplify integrating Gemini Pro, its best-performing model to date, in Android apps. Using this SDK, developers need not build and manage their own backend infrastructure. (News) |
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TOP Architecture & Design NEWS HEADLINES |
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 Chris Sinjakli explores the aftermath of a complex outage in a Postgres cluster, retracing the steps taken to reliably reproduce the failure in a local environment. (Presentation) |
 Susanne Braun shares her experiences from different case studies with industry clients, and open access design guidelines developed using action research. (Presentation) |
 At Meta, developers use servers (devservers), including virtual machines and physical hosts, and On Demand containers to perform their daily work. In this talk, we discuss their software architecture and the mechanisms we employ to ensure that they closely address our engineering needs, are kept up-to-date, remain reliable and available, even in the presence of maintenance workflows and outages. (Presentation) |
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TOP Culture & Methods NEWS HEADLINES |
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 Staff engineers can influence behaviors during and after incidents by modeling transparency and questioning assumptions to strengthen engineering culture. As incident commanders, they can coordinate workstreams, communicate with stakeholders, and prevent responder burnout. In retrospectives, staff engineers can improve model root cause analysis to improve underlying cultural issues. (Article) |
 Better documentation and knowledge sharing creates transparency that aids onboarding, prevents turnover disruption, and withstands reorganizations. Different practices can help, such as communicating asynchronously, creating incentives for documentation, making docs discoverable, understanding team members' preferences, and providing dedicated writing time. And maybe InnerSource can help too. (Article) |
 Audrey Troutt shares how the best way to grow in your career is to help others grow as well. At each new level, you can have a positive impact on more people and lead successful delivery in larger and more impactful projects for your company. You have to learn to let go of what you are good at, teach others to excel at those skills too, and embrace new challenges and opportunities ahead of you. (Presentation) |
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