InfoQ Homepage DevOps Content on InfoQ
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Azure Front Door Outage: How a Single Control-Plane Defect Exposed Architectural Fragility
A recent 9-hour Azure Front Door (AFD) outage was triggered by a faulty control-plane configuration change that bypassed safety checks due to a software defect, leading to a massive blast radius and affecting M365 and Entra ID via Identity Coupling, exposing a critical architectural anti-pattern in centralized edge fabrics.
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EU's Cloud Sovereignty SEAL Ranking Forces Governance and Resilience Trade-offs
The EU's new Cloud Sovereignty Framework establishes a standardized assessment for cloud services, enhancing digital autonomy and reducing dependence on non-EU giants. It introduces a scorecard system based on eight Sovereignty Objectives that influences public sector procurement decisions.
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Layered Defences are Key to Combating AI-Driven Cyber Threats, CNCF Report Finds
The Cloud Native Computing Foundation has published an analysis of modern cybersecurity practices, finding that attacks using Artificial Intelligence are now a significant threat. The report highlights the criticality for organisations to adopt multi-layered defense strategies as artificial intelligence transforms both the threat landscape and the protective measures available to businesses.
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CNCF Highlights How vCluster Eases Kubernetes Multi-Tenancy Challenges
The Cloud Native Computing Foundation (CNCF) published a blog post discussing how vCluster, an open-source project by Loft Labs, addresses key multi-tenancy obstacles in Kubernetes clusters by enabling "virtual clusters" within a single host cluster.
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AWS Launches M8a General-Purpose EC2 Instances with 5th Gen AMD EPYC (Turin) Processors
AWS has launched M8a instances, powered by 5th Gen AMD EPYC processors, delivering 30% higher performance than M7a. With enhanced I/O capabilities and up to 75 Gbps networking, they cater to high-performance applications like gaming and ML. M8a instances offer diverse deployment options, reinforcing AWS's commitment to cutting-edge cloud solutions.
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AWS Launches C8i and C8i-flex EC2 Instances Powered by Custom Intel Xeon 6
AWS has launched compute-optimized C8i and C8i-flex instances featuring custom Intel Xeon 6 processors. Designed for compute-intensive tasks, these instances offer up to 384 vCPUs and 768 GiB memory, delivering up to 60% faster performance. The C8i-flex variant boosts cost efficiency, enhancing resource management for dynamic workloads.
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How Meta Is Using AI to Standardize and Cut Carbon Emissions
Meta has developed an AI-based approach to improve the quality of Scope 3 emissions estimates across its IT hardware supply chain. The method combines machine learning and generative models to classify hardware components and infer missing product carbon footprint (PCF) data.
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Amazon Timestream for InfluxDB Adds Support for InfluxDB 3 Core and Enterprise
InfluxData has launched InfluxDB 3 Core and Enterprise on Amazon Timestream, offering a high-speed, open-source time-series database for real-time applications. With enhanced security, scalability, and performance, developers can seamlessly integrate with AWS services. InfluxDB 3 redefines data management for AI-driven environments, enabling rapid analytics and decision-making.
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AWS Culls Portfolio: over 20 Services Shift to Maintenance or Sunset
AWS is streamlining its service portfolio with a significant lifecycle update for over 20 services, categorizing them as Maintenance, Sunset, or End of Support. This consolidation aims to refocus on high-value offerings and eliminate low-adoption solutions. Customers must urgently plan migrations as AWS transitions to a more mature, efficient product landscape, supported by migration guides.
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Inside Duolingo’s FinOps Journey: Turning Cloud Spend into Engineering Insight
Duolingo's FinOps journey integrates financial awareness into engineering, empowering developers to link costs with performance. By leveraging real-time data, teams prioritize innovations for maximum impact. This collaborative culture shift transformed cost efficiency into a hallmark of engineering quality, paving the way for smarter, more sustainable cloud spending.
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New Infrastructure-as-Code Tool "formae" Takes Aim at Terraform
Platform Engineering Labs has released formae, an open-source infrastructure-as-code platform. It is trying to address what they describe as fundamental limitations in existing infrastructure-as-code tools. In a press release, the New York-based company announced the launch on 22 October 2025, positioning formae as the first major innovation in infrastructure-as-code in nearly a decade.
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HashiCorp Previews “Agentic Infrastructure” Future with Project Infragraph
At its annual conference, HashiConf 2025, the now-IBM-owned HashiCorp, revealed a new strategic initiative: Project Infragraph, a real-time infrastructure graph designed to underpin an era of agent-driven automation for hybrid clouds.
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Groupe SNCF Modernizes Infrastructure with Talos OS and Kubernetes
Groupe SNCF, a major railway operator, has successfully migrated from traditional VM-based Kubernetes deployments to a cloud-native platform built on Talos OS and OpenStack, addressing significant operational challenges while navigating complex organizational change. After his talk at TalosCon 2025, InfoQ interviewed Thomas Comtet, senior staff engineer, about this migration.
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Google Cloud KMS Launches Post-Quantum KEM Support to Combat "Harvest Now, Decrypt Later" Threat
Google Cloud's Key Management Service now supports post-quantum Key Encapsulation Mechanisms (KEMs), addressing future threats from quantum computing. This update empowers organizations to prepare against "Harvest Now, Decrypt Later" attacks while ensuring long-term data confidentiality.
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AWS Launches EC2 Capacity Manager for Centralized, Cross-Account Capacity Optimization
Introducing Amazon EC2 Capacity Manager: AWS's new centralized solution for streamlined monitoring and management of EC2 capacity across all accounts and regions. This innovative tool consolidates data into a unified dashboard, enhancing efficiency while reducing operational complexity.