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Happy 10th year, JCertif!

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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

Inside Netflix’s Distributed Counter: Scalable, Accurate, and Real-Time Counting at Global Scale

Netflix engineers recently published a deep dive into their Distributed Counter Abstraction, a scalable service designed to track user interactions, feature usage, and business performance metrics with low latency. The system balances performance, accuracy, and cost through configurable counting modes, resilient data aggregation, and a globally distributed architecture.

By Eran Stiller

Amazon S3 Introduces Metadata Feature for Improved Data Management and Querying in Preview

Amazon Web Services (AWS) has launched S3 Metadata, enhancing data management for S3 users. This new capability enables near real-time querying and analysis of S3 data via organized metadata updates. By adopting Apache Iceberg, it ensures interoperability and scalability, allowing businesses to efficiently leverage their data for analytics and AI applications.

By Steef-Jan Wiggers

QCon SF 2024: Refactoring Large, Stubborn Codebases

Jake Zimmerman, Technical Lead of Sorbet at Stripe, and Getty Ritter, Ruby Infrastructure Engineer at Stripe, presented Refactoring Stubborn, Legacy Codebases at the 2024 QCon San Francisco conference. Zimmerman and Ritter demonstrated how to fix complaints on maintaining a large codebase with leverage and by ratcheting incremental progress.

By Michael Redlich

Kotlin Reaches 2.1.0, Bringing New Language Features, Compiler Updates, and More

Kotlin 2.1.0 introduces new syntax, including guard conditions, non-local break and continue, and multi-dollar string interpolation. Additionally, it extends its multiplatform capabilities and improves the K2 compiler.

By Sergio De Simone

Article: Beat the Plan: Probabilistic Strategies for Successful Software Delivery at Scale

Large-scale software delivery demands managing complexity across teams and organizations. Similarly to betting strategies in Vegas, embracing probabilistic thinking helps tackle uncertainty, shifting from rigid plans to adaptive systems. By making informed bets and designing for change, leaders can control volatility, respond to evolving conditions, and drive success in dynamic environments.

By John Rauser

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