InfoQ Homepage Tools Content on InfoQ
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Engineering Systems for Real-Time Predictions @DoorDash
Raghav Ramesh presents DoorDash’s thoughts on how to structure ML systems in production to enable robust and wide-scale deployment of ML, and shares best practices in designing engineering tooling.
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What is a Service Mesh, and Do I Need One When Developing Microservices?
Daniel Bryant introduces service mesh, what it is, when to use it, and some of the tools to employ.
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Forecasting for Beginners
Dan Brown discusses how to forecast a delivery with a spreadsheet fairly accurately, quickly and simply, and without any need for estimation of work items or user stories.
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Google Dataflow Codelab
Martin Gorner introduces Google Dataflow Codelab, and demos the tools and techniques they are using for data science.
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Effective Software Testing for Modern Software Development
Alan Richardson discusses how Testing fits into the software development process, how to customize the process, adopt new tools, increase the amount of automated execution, and mitigate risk.
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Interpretable Machine Learning Products
Mike Lee Williams discusses how interpretability can make deep neural networks models easier to understand, and describes LIME, an OS tool that can be used to explore what ML classifiers are doing.
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Defense-Oriented DevOps for Modern Software Development
James Wickett covers a pragmatic approach to DevOps, focusing on principles, practices and tooling to meet demands.
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Develop Your Development Experience
Jessica Kerr talks about the team that is more than the people on it - it's also the tools. Instead of onboarding more developers, one should enhance and customize the tools.
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Spring Tools 4 - Eclipse and Beyond
Martin Lippert and Kris De Volder introduce and demo a new generation of Spring tools including Spring Tool Suite for Eclipse (STS4), STS4 VS Code and STS4 Atom.
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Real-time Collaborative Editing with CRDTs
Nathan Sobo talks about a new library called Tachyon that draws from the latest CRDT research to enable real-time collaborative text editing in a fully distributed setting.
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Code Archaeology
David Mitchell shows how to create visualizations out of code: building a map for a large, legacy code base, creating visuals without drawing, and explaining a roadmap to bring code under control.
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Shaving the Golden Yak
Jessica Kerr provides reasons to spend some time smoothing the development experience, and clues for where to spend that time in ways that help the entire team.
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