InfoQ Homepage Articles
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Spring Boot 3.2 and Spring Framework 6.1 Add Java 21, Virtual Threads, and CRaC
Spring Framework 6.1 and Spring Boot 3.2 run on Java 21. They make concurrent programming simpler and more efficient with virtual threads, as well as improving reactive programming and Kotlin coroutines. For “Scale to Zero” startup time reduction, the OpenJDK project CRaC received initial support, while the existing GraalVM Native Image integration got faster through a GraalVM release.
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How Platform and Site Reliability Engineering Are Evolving DevOps
Companies are now looking to grow and more effectively manage DevOps with platform engineering and site reliability engineering roles. No one has these roles perfectly carved out right now — there’s just too much to do and not enough people to do it — but knowing where these three disciplines do and don’t overlap will help organizations evolve and take advantage when they are ready.
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A Primer on Idempotence for AWS Serverless Architecture
Understand idempotence in AWS serverless, tackling challenges from at-least-once delivery. Implement and automate with AWS Lambda, emphasizing early planning for consistent outcomes. Use tools like Lambda Powertools and prioritize testing for reliability.
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Understanding Architectures for Multi-Region Data Residency
This article focuses on implementing data residency strategies for a positive stakeholder experience. It underscores the need to diversify data locations, driven by motivations like disaster recovery and geo-redundancy. The core principle is data distribution, ensuring specific sets reside in distinct regions without overlap - a practice termed data residency.
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How to Deal with Complexity in Product Development by Using Solution-Focused Coaching
In this article, you will discover how and which parts of coaching and nuanced language can help you leverage your interactions to yield better results in product management. Integrating specific coaching principles can enhance the quality of your conversations by guiding dialogue to uncover actionable insights, foster trust, boost collaboration, and drive clarity in your objectives.
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How Much Architecture Is “Enough?”: Balancing the MVP and MVA Helps You Make Better Decisions
The Minimum Viable Architecture (MVA) is the architectural complement to a Minimum Viable Product (MVP). The MVA and MVP must evolve together for a product to be successful. As new features are delivered to customers, corresponding incremental improvements need to be made in the architecture. Also, the architecture should not get too far ahead of what is needed for the product.
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Generative AI and Organizational Resilience
Generative AI will profoundly transform communication and information sharing over the next decade, but the change will be uneven across industries and roles. Organizations should empower workers to use AI augmentation thoughtfully, while building literacy on capabilities and limits. A balanced, conscientious integration, using iterations and customer feedback, will produce the best outcomes.
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Cloud-Computing in the Post-Serverless Era: Current Trends and beyond
Discover the evolution of cloud-computing in the post-serverless era, with a shift towards hyper-specialized vertical multi-cloud services and a trend moving from Infrastructure as Code to Composition as Code. Microservices are being redefined in the cloud landscape and upcoming cloud services are set to be rich in constructs.
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Maximizing the Utility of Large Language Models (LLMs) through Prompting
In this article, authors Numa Dhamani and Maggie Engler discuss how prompt engineering techniques can help use the large language models (LLMs) more effectively to achieve better results. Prompting techniques discussed include few-shot, chain-of-thought, self-consistency, and tree-of-thoughts prompting.
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Beyond API Compatibility: Understanding the Full Impact of Breaking Changes
In this article, we address the most contentious and misinterpreted parts of the SemVer standard, i.e backward compatibility and breaking changes. With the proliferation of SaaS APIs for Generative AI continuing, now is a good time for a retrospection on what constitutes a breaking change and how you can trade off backward compatibility and upgradability with modernization and iterability.
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Orchestrating Resilience Building Modern Asynchronous Systems
In this article, we will discuss what problems we had to solve at Twilio to efficiently build a resilient and scalable asynchronous system to handle a complex workflow and the advantages we got from adopting a Workflow Orchestration solution, including abstracting away state management and out-of-the-box support for retries, observability, and audibility.
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The Incident Lifecycle: How a Culture of Resilience Can Help You Accomplish Your Goals
Don’t get stuck with overwhelmed systems that can cause an outage, like what happened with Taylor Swift concert tickets. Build organizational resilience to incidents through improved coordination and communication during the response, and blameless reviews, root cause analysis, and insightful communication afterward to enable meaningful change.