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Topics

Featured in Development

Go Channels: Understanding Happens-Before for Safe Concurrency

This article dives into the happens-before semantics of Go channels, explaining how they relate to memory visibility, synchronization, and concurrency correctness. We'll examine subtle pitfalls, illustrate them with examples, and explore the architectural implications for system designers.

Go Channels: Understanding Happens-Before for Safe Concurrency

All in development

Architecture & Design

Featured in Architecture & Design

Building Resilient Platforms: Insights from Over Twenty Years in Mission-Critical Infrastructure

Building resilient platforms requires understanding the art and science of creating infrastructure that others depend on for critical applications. This perspective applies to anyone who builds software consumed by others at scale. Whether developing infrastructure platforms, software development platforms, or messaging systems, principles address how to build software that others consume at scale

Building Resilient Platforms: Insights from Over Twenty Years in Mission-Critical Infrastructure

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Growing and Cultivating Strong Machine Learning Engineers

Vivek Gupta shares best practices for managing and mentoring ML engineers, from early-career development to senior leadership growth. He breaks down the crucial, distinct skills for Production Machine Learning, including data/model management, building training pipelines, LLM prompt evaluation, privacy/security, and integrating human-in-the-loop processes for reliable, scalable AI systems.

Growing and Cultivating Strong Machine Learning Engineers

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Productivity Is Messing Around and Having Fun

Holly Cummins & Trisha Gee explain how to achieve the "Double Win" - boosting both developer joy and productivity. They expose the flaws of traditional metrics, identify sources of developer toil (slow builds, flaky tests), and share methods and techniques (like boredom and play) for engineering leaders and architects to unlock creativity and a 31% boost in positive-brain productivity.

Productivity Is Messing Around and Having Fun

All in culture-methods

Featured in DevOps

When Reverse Proxies Surprise You: Hard Lessons from Operating at Scale

Operating massive reverse proxy fleets reveals hard lessons: optimizations that work on smaller systems fail at scale; mundane oversights like missing commas cause major outages; and abstractions meant to simplify become hidden fragility points. Success requires profiling on target hardware, relentlessly monitoring boring details, keeping hot paths lean, and trusting instrumentation over theory.

When Reverse Proxies Surprise You: Hard Lessons from Operating at Scale

Events

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QCon San Francisco 2025

Get production-proven patterns from the leaders who scaled a GenAI search platform to millions, migrated a core ML system without downtime, and architected a global streaming service from the ground up.

Early Bird ends Nov 11.

QCon AI New York 2025

Move beyond AI demos to real engineering impact. Discover how teams embed LLMs, govern models, and scale inference pipelines to accelerate development securely.

Early Bird ends Nov 11.

QCon London 2026

Benchmark your systems against leading engineering teams. See what really works in FinOps, modern Java, and distributed data architectures to balance cost, scale, and reliability.

Early Bird ends Nov 11.

InfoQ Homepage Presentations Caching and Messaging Improvements in Spring Framework 4.1

Caching and Messaging Improvements in Spring Framework 4.1

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Summary

Juergen Hoeller and Stéphane Nicoll present major new features in Spring Framework 4.1: first, the numerous improvements around the caching abstraction, including the support for JCache (JSR-107) standard annotations. Second, messaging-related features such as annotated JMS listener endpoints with flexible method signatures, using the messaging abstraction introduced in Spring Framework 4.0.

Bio

Juergen Hoeller is Principal Engineer at SpringSource, Co-founder and project lead of the Spring Framework open source project. Stéphane Nicoll is a software craftsman and a Spring framework team member.

About the conference

Pivotal and No Fluff Just Stuff bring you SpringOne 2GX 2014, a one-of-a-kind conference for application developers, solution architects, web operations and IT teams who develop business applications, create multi-device aware web applications, design cloud architectures, and manage high performance infrastructure. The sessions are specifically tailored for developers using the hugely popular open source Spring IO projects, Groovy & Grails, Cloud Foundry, Hadoop and Tomcat technologies. Whether you're building and running mission-critical business applications, designing the next killer cloud or big data application, SpringOne 2GX will keep you up to date with the latest enterprise open source technology.

Recorded at:

Dec 18, 2014

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