InfoQ Homepage DevOps Content on InfoQ
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Microsoft Releases Azure Functions Support for Model Context Protocol Servers
Microsoft has launched its Model Context Protocol (MCP) for Azure Functions, ensuring secure, standardized workflows for AI agents. With built-in OBO authentication and streamable HTTP transport, it addresses key security concerns. Now supporting multiple languages and self-hosting, MCP empowers developers to deploy with ease while safeguarding sensitive data.
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GitLab 18.8 Marks General Availability of the Duo Agent Platform
GitLab 18.8 brings a number of new features, including GitLab Duo Planner Agent, GitLab Duo Security Analyst Agent, auto-dismiss irrelevant vulnerabilities, and more. With this release, the GitLab Duo Agent Platform, enabling organizations to orchestrate AI agents, reaches general availability.
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Microsoft Open Sources XAML Studio, Reviving a Longstanding Prototyping Tool
Microsoft has officially open-sourced XAML Studio, a lightweight rapid prototyping tool for XAML-based UI development, under the .NET Foundation. The tool, originally released through the Microsoft Store as part of the Microsoft Garage initiative, now welcomes community contributions and collaboration via its GitHub repository.
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Pinterest's Moka: How Kubernetes Is Rewriting the Rules of Big Data Processing
Digital pinboard provider Pinterest has published an article explaining its blueprint for the future of large-scale data processing with its new platform Moka. The company is moving core workloads from ageing Hadoop infrastructure to a Kubernetes-based system on Amazon EKS, with Apache Spark as the main engine and support for other frameworks on the way.
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Human‑Centred AI for SRE: Multi‑Agent Incident Response without Losing Control
A growing body of recent research and industry commentary suggests that a shift in how organisations approach site reliability engineering is underway. Rather than handing the pager to a machine, teams are designing multi-agent AI systems that work alongside on-call engineers, narrowing the search space and automating the tedious steps while leaving judgment calls to humans.
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Cloudflare Automates Salt Configuration Management Debugging, Reducing Release Delays
Cloudflare recently shared how it manages its huge global fleet with SaltStack (Salt). They discussed the engineering tasks needed for the "grain of sand" problem. This concern is about finding one configuration error among millions of state applications. Cloudflare’s Site Reliability Engineering (SRE) team redesigned their configuration observability.
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Pulumi Adds Native Support for Terraform and HCL
Pulumi now natively supports Terraform and HCL, enabling direct HCL execution and state management within Pulumi Cloud. Currently in private beta with a Q1 2026 release, the update aids migration from legacy tools. A new financial "escape hatch" offers credits for existing HashiCorp contracts, targeting teams affected by recent licensing shifts.
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Cloudflare Launches "Code Orange: Fail Small" Resilience Plan after Multiple Global Outages
Cloudflare recently published a detailed resilience initiative called Code Orange: Fail Small, outlining a comprehensive plan to prevent large-scale service disruptions after two major network outages in the past six weeks.
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AWS Hikes EC2 Capacity Block Rates by 15% in Uniform ML Pricing Adjustment
AWS has raised EC2 Capacity Block prices for ML by 15% across all regions, impacting GPU-based workloads. The uniform price hikes affect top-tier instances powered by NVIDIA GPUs, underscoring supply chain pressures and inflation. With limited alternatives, organizations face higher costs, emphasizing the need for effective workload optimization and cost management strategies.
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LangGrant Unveils LEDGE MCP Server to Enable Agentic AI on Enterprise Databases
LangGrant has launched the LEDGE MCP Server, a new enterprise platform designed to let large language models reason across complex database environments without directly accessing or exposing underlying data.
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AWS CloudWatch Evolves into Unified Observability Platform with Apache Iceberg Support
AWS has expanded Amazon CloudWatch to unify log management across operational and security use cases. By integrating native OCSF normalization and Apache Iceberg-compatible storage via S3 Tables, the update aims to eliminate data silos and enable Zero-ETL analytics across multiple AWS accounts and regions.
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Cloudflare Scales Infrastructure as Code with Shift-Left Security Practices
Cloudflare has eliminated manual configuration errors across hundreds of production accounts by implementing Infrastructure as Code with automated policy enforcement, processing approximately 30 merge requests daily while catching security violations before deployment rather than after incidents occur.
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AWS Introduces VPC Encryption Controls to Enforce Encryption in Transit
AWS has recently introduced VPC Encryption Controls, allowing customers to validate whether traffic within and between VPCs is encrypted and to require encryption where supported. The feature provides visibility into unencrypted traffic, supports enforcement using compatible Nitro-based infrastructure, and allows exclusions for resources that cannot encrypt traffic.
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AWS Previews Route 53 Global Resolver to Decouple DNS from Regional Failures
AWS previews Route 53 Global Resolver, using Anycast to decouple DNS from regional failures. It simplifies hybrid setups with unified public/private resolution, DoH/DoT, and Zero-Trust security.
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Slack Enhances Chef Infrastructure to Improve Safety and Reduce Blast Radius in Deployments
Slack's engineering team has published an in-depth look at recent improvements to its Chef-based configuration management system, aimed at making deployments safer and more resilient without disrupting existing workflows.