InfoQ Homepage News
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Flipkart Scales Prometheus to 80 Million Metrics Using Hierarchical Federation
Flipkart engineers recently published a detailed case study describing how they overcame severe scalability limits in monitoring by adopting a hierarchical federation design in Prometheus.
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Terraform Google Cloud Provider 7.0 Reaches General Availability
HashiCorp has released version 7.0 of the Terraform provider for Google Cloud, introducing security-focused improvements such as ephemeral resources, write-only attributes, and stricter validation. The update enhances secret handling and reliability but introduces breaking changes requiring careful migration.
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Researchers Introduce ACE, a Framework for Self-Improving LLM Contexts
Researchers from Stanford University, SambaNova Systems, and UC Berkeley have proposed Agentic Context Engineering (ACE), a new framework designed to improve large language models (LLMs) through evolving, structured contexts rather than weight updates. The method, described in a paper, seeks to make language models self-improving without retraining.
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Google’s Open Source Gemini CLI Extensions Let Developers Build Custom AI-Powered Workflows
Google's Gemini CLI Extensions launch an open-source framework empowering developers to create and share integrations effortlessly. With modular architecture and playbooks for seamless tool interaction, Gemini CLI becomes a central hub for AI-assisted workflows. The platform fosters collaboration with prominent partners, enabling a robust ecosystem for personalized developer tools.
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Talos Linux: Bringing Immutability and Security to Kubernetes Operations
Sidero Labs has been developing Talos Linux, an immutable operating system purpose-built exclusively for running Kubernetes, alongside Omni, a cluster lifecycle management platform. InfoQ met the Sidero team in Amsterdam during the TalosCon 2025 and had conversations about their approach to simplifying Kubernetes operations through minimalism and security-first design.
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Slack Security: inside the New Anomaly Event Response Architecture
Slack has launched Anomaly Event Response (AER), a real-time security system that autonomously detects suspicious activity, terminates risky sessions, and reduces response time from days to minutes. The system’s architecture includes a detection engine, decision framework, and response orchestrator to help organizations prevent breaches efficiently.
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Pixnapping: Side-Channel Vulnerability Allows Android Apps to Capture Sensitive Screen Data
A newly discovered class of attacks targets Android devices, allowing malicious apps to steal on-screen information from other apps using a technique known as pixel stealing. Dubbed Pixnapping, the attack leverages previously known side-channel vulnerabilities and affects virtually all apps, including Signal, Google Authenticator, Venmo, and many others.
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.NET 10 Release Candidate 2: Finalizes SDK, MAUI Stabilization, and MSBuild Enhancements ahead of GA
Microsoft has released .NET 10 Release Candidate 2, the final pre-release build before general availability. As reported by the .NET team, RC 2 ships with a go-live support license, enabling production deployment while allowing developers to validate the platform ahead of its official release. The build is supported in Visual Studio 2026 Insiders and Visual Studio Code with the C# Dev Kit.
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DevGreenOps: How to Design Sustainable Digital Services
DevGreenOps, also known as DevSusOps, is an extension of the DevOps approach, in which environmental sustainability considerations are integrated into every step of the DevOps cycle, Jochen Joswig said in his talk at OOP Conference. Applying transparency, minimalism, efficiency, and awareness helps us to design sustainable digital services.
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AWS Launches Amazon Quick Suite, an Agentic AI Workspace
AWS has launched Amazon Quick Suite, a new AI-powered workspace designed to connect company data, automate workflows, and perform actions across business applications.
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IBM Cloud Code Engine Serverless Fleets with GPUs for High-Performance AI and Parallel Computing
IBM Cloud Code Engine’s new Serverless Fleets revolutionizes how enterprises tackle compute-intensive tasks. Harnessing integrated GPU support, it simplifies the execution of large-scale workloads with a fully managed, pay-as-you-go model. This efficient platform eliminates operational complexities, enabling developers to focus on innovation while ensuring cost-effectiveness and scalability.
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Hugging Face Introduces RTEB, a New Benchmark for Evaluating Retrieval Models
Hugging Face unveils the Retrieval Embedding Benchmark (RTEB), a pioneering framework to assess embedding models' real-world retrieval accuracy. By merging public and private datasets, RTEB narrows the "generalization gap," ensuring models perform reliably across critical sectors. Now live and inviting collaboration, RTEB aims to set a community standard in AI retrieval evaluation.
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Testing Organizations' Widespread Adoption of Agentic AI, but Leadership Lags in Understanding
Nearly all software testing teams are either using or plan to use agentic AI, but many leaders admit they lack a clear grasp of testing realities, according to a recent survey of 400 testing executives and engineering leaders.
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HashiCorp Warns Traditional Secret Scanning Tools are Falling behind
HashiCorp has issued a warning that traditional secret scanning tools are failing to keep up with the realities of modern software development. In a new blog post, the company argues that post-commit detection and brittle pattern matching leave dangerous gaps in coverage.
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10 AI-Related Standout Sessions at QCon San Francisco 2025
Join us at QCon San Francisco 2025 (Nov 17–21) for a three-day deep dive into the future of software development, exploring AI’s transformative impact. As a program committee member, I’m excited to showcase tracks that tackle real-world challenges, featuring industry leaders and sessions on AI, LLMs, and engineering mindsets. Don’t miss out!