InfoQ Homepage Artifacts & Tools Content on InfoQ
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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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Reasoning about Complex Distributed Systems
Erich Ess discusses technical tools needed to gain information on a complex system and practical approaches to convert that information into an actual understanding of the system.
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More Reliable Delivery with Monte Carlo & Mapping
Conal Scanlon talks about how to use Monte Carlo simulations to remove the guesswork from planning, story mapping to discover the story up front, and reviews an example of how to automate a forecast.
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Development Metrics You Should Use But Don't
Cat Swetel discusses new ways and tools to visualize a team’s reliability and variability of delivery using the data already collected.
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Growing A Development Team’s Process Guided by Tests
Orta Therox introduces Danger, a tool for automating a team's conventions surrounding code review.
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API Testing with Code Libraries and Cucumber
Ole Lensmar discusses various ways and tools for testing web APIs, focusing on using Cucumber.
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