InfoQ Homepage Architecture & Design Content on InfoQ
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Enhancing Reliability Using Service-Level Prioritized Load Shedding: Netflix at QCon SF 2025
At QCon San Francisco, Netflix engineers unveiled their advanced Service-Level-Prioritized Load-Shedding strategy, enhancing reliability during traffic spikes. By prioritizing high-value requests and automating management across microservices, they safeguard user experience and system stability. Key insights stress prioritization, automation, and structured load shedding for optimal resilience.
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The Decisions You Don't Know You're Making: QCon Keynote Explores Hidden Choices in Engineering
Engineering teams make their most consequential decisions not in architecture reviews or sprint planning, but through invisible choices embedded in metrics, defaults, and everyday behaviors. In their QCon San Francisco 2025 keynote, Shawna Martell and Dan Fike challenged the industry's focus on documented decision-making while the decisions that truly shape systems and culture go unrecognized.
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Parting the Clouds: the Rise of Disaggregated Systems by Murat Demirbas at QCon SF 2025
Cloud computing is evolving through disaggregation, addressing inefficiencies of traditional architectures by decoupling compute and storage. This shift enhances scalability, fault isolation, and operational simplicity, driven by advancements in networking. As seen in cloud databases such as Amazon Aurora, embracing these principles enables true economic optimization and innovative design.
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Cloudflare Workflows Adds Python Support for Durable AI Pipelines
Innovative Cloudflare Workflows now supports both TypeScript and Python, enabling developers to orchestrate complex applications seamlessly. With durable execution and state persistence, it simplifies the development of robust data pipelines and AI/ML models. Experience enhanced concurrency and intuitive design, making orchestration effortless for Python enthusiasts.
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QCon SF: Database-Backed Workflow Orchestration Challenges Traditional Architecture
During QCon SF, Jeremy Edberg and Qian Li from DBOS presented a non-conventional architectural approach to workflow orchestration: treating PostgreSQL not just as a data store, but as the orchestration layer itself. Their talk addressed a persistent problem in distributed systems: workflows frequently fail, recovery mechanisms are complex, and visibility into workflow state remains challenging.
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AI-Generated Code Creates New Wave of Technical Debt, Report Finds
AI-generated code is “highly functional but systematically lacking in architectural judgment”, a new report from Ox Security has found. In a report released in late October called Army of Juniors: The AI Code Security Crisis, AI application security (AppSec) company Ox Security outlined 10 architecture and security anti-patterns that are commonly found in AI-generated code.
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Java News Roundup: Spring Framework 7.0, Spring Data, Spring AI, Payara Platform, OpenJDK, JobRunr
This week's Java roundup for November 10th, 2025, features news highlighting: OpenJDK JEPs targeted for JDK 26; the GA release of Spring Framework 7.0; point releases of Spring Data, Spring AI, JobRunr and Jox; the November 2025 edition of Payara Platform; the fifth release candidate of Maven 4.0; and a maintenance release of Micronaut.
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Race Condition in DynamoDB DNS System: Analyzing the AWS US-EAST-1 Outage
On October 19th and 20th, AWS experienced an extended outage triggered by a failure in Amazon DynamoDB that affected most services in its most popular region, Northern Virginia. The cloud provider released an analysis of the incident, sparking discussions in the community about redundancy on AWS, moving out of public cloud, and multi-region approaches.
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Microsoft Addresses Data Residency with Private Cloud Expansion
Microsoft has strengthened its Sovereign Cloud offering to meet stringent global data-residency and control regulations, particularly in Europe. New capabilities include a commitment to EU Data Boundary, expanded in-country data processing, and enhanced Sovereign Private Cloud features.
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Monzo’s Real-Time Fraud Detection Architecture with BigQuery and Microservices
Monzo has redesigned its fraud prevention platform to detect scams in real time, handle growing payment volumes, and deploy new controls rapidly. Explore the bank’s modular control architecture, feature computation pipeline, and observability using BigQuery for accurate, low-latency fraud detection.
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GitHub Rolls out Post-Quantum SSH Security to Protect Code from Future Threats
GitHub has deployed a hybrid post-quantum key-exchange algorithm for SSH access, strengthening protection against future quantum decryption threats. The rollout, now live across most regions, pairs classical and quantum-resistant methods to counter “store now, decrypt later” attacks and marks a major step toward quantum-safe software development.
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Running Java on iOS: Gluon Introduces OpenJDK Mobile Resources and Automated Build Pipelines
OpenJDK is now able to build and run on iOS (and Android) as a native binary, opening the way to run unmodified Java code on mobile.
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Java News Roundup: New Jakarta AI Specification, GlassFish, Spring RCs, Infinispan 16, Open Liberty
This week's Java roundup for November 3rd, 2025, features news highlighting: a new Jakarta AI specification; the fourteenth milestone release of GlassFish 8.0; second release candidates of Spring Boot 4.0, Spring for GraphQL 2.0 and Spring Batch 6.0; the release of Infinispan 16.0; and the November 2025 edition of Open Liberty.
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OpenJDK News Roundup: Vector API, Ahead-of-Time Object Caching, Prepare to Make Final Mean Final
There was a flurry of activity in the OpenJDK ecosystem during the week of November 3, 2025, highlighting three JEPs elevated from Proposed to Target to Targeted and three JEPs elevated from Candidate to Proposed to Target for JDK 26. The proposed release schedule has also been finalized.
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AWS Launches Capabilities by Region Tool
AWS has launched "AWS Capabilities by Region," a powerful tool that streamlines service visibility for architects and developers. No more manual checks—now you can compare AWS services across regions interactively and plan deployments efficiently. With enhanced transparency and automated capability checks, streamline global projects and minimize delays.