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Software architecture (20%)Development frameworks (20%)DevOps & CI/CD (20%)Cloud & Infrastructure (20%)Software Quality & Testing (20%)
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AI‑Driven DevOps, Cloud Hardware, and Emerging Frameworks...
Mardi 16 décembre 2025 à 10:50
DevOps & CI/CD
Observability gets a boost with deep AWS ties
DevOps.com reports that New Relic has expanded its observability platform with tighter AWS integrations, enabling faster root‑cause analysis and AI‑assisted incident response. AWS documentation cited by the outlet highlights native metrics collection that reduces the need for custom instrumentation, a move that streamlines CI/CD pipelines for cloud‑native teams. The combined effort promises to cut mean‑time‑to‑resolution by up to 30 % in large‑scale deployments.
DevOps.com
Docker’s self‑hosting limits clarified
XDA Developers cautions developers against over‑containerizing certain workloads, noting four categories—stateful databases, GPU‑intensive services, high‑latency networking stacks, and licensed software—that should remain outside Docker for stability and compliance. The article underscores how these constraints can prevent CI pipeline failures caused by container‑induced resource contention. By respecting these boundaries, teams can maintain faster build cycles without sacrificing reliability.
XDA Developers
AI‑driven code modernization accelerates upgrades
InfoQ introduces AWS Transform Custom, an AI‑powered tool that automatically refactors Java, Node.js, and Python codebases, claiming up to a 5× speedup in migration projects. The service learns an organization’s coding conventions, delivering repeatable transformations that reduce manual review effort—a boon for continuous delivery pipelines. Early adopters report fewer regression bugs thanks to the tool’s built‑in quality checks.
InfoQ
Software Architecture
IBM’s open‑source CUGA agent reshapes workflow automation
The Register details IBM’s release of CUGA, an open‑source AI agent designed to execute complex enterprise workflows with a reported 62 % task‑completion rate. By exposing a modular architecture that separates planning, execution, and feedback loops, CUGA enables teams to plug in domain‑specific plugins without rewriting core logic. Analysts see this as a step toward more adaptable service‑oriented architectures that can evolve alongside business processes.
The Register
Cloud & Infrastructure
Nutanix pushes sovereign clouds for regulated environments
The Register explains Nutanix’s new suite of features that let customers run distributed sovereign clouds on‑premises, emphasizing dark‑site upgrades and multicloud policy enforcement for highly regulated sectors. The approach mirrors VMware’s hybrid offerings but adds granular data‑residency controls, positioning Nutanix as a contender in the edge‑compute market. Enterprises can now meet compliance mandates while retaining cloud‑like agility.
The Register
Amazon unveils a 192‑core Graviton5 processor
Tom’s Hardware reports that AWS’s latest Graviton5 chip packs 192 cores and a massive 180 MB L3 cache, marking the most ambitious in‑house silicon rollout to date. The processor is slated to replace many AMD EPYC and Intel Xeon instances, promising up to 40 % performance gains for compute‑intensive workloads. Early benchmarks suggest lower TCO for large‑scale AI training and high‑performance analytics.
Tom's Hardware
AmpereOne M arrives in Oracle’s A4 cloud instances
Phoronix confirms that Ampere’s “M” generation processors, featuring 12‑channel DDR5 memory and up to 256 cores, are now available on Oracle Cloud’s A4 instances. The rollout follows SoftBank’s acquisition of Ampere, signaling a diversification of ARM‑based options for enterprise workloads. Developers can leverage the increased memory bandwidth for data‑heavy applications without migrating off the Oracle platform.
Phoronix
Oracle reaffirms $300 billion OpenAI datacenter deal
The Register notes that despite market speculation, Oracle insists its multiyear partnership with OpenAI—valued at $300 billion—is proceeding on schedule, with new GPU‑rich regions slated for Q1 2026. The agreement underscores Oracle’s strategy to become a primary AI‑infrastructure provider, offering dedicated clusters that meet OpenAI’s latency and security requirements. This move could reshape the competitive landscape for AI‑focused cloud services.
The Register
Development Frameworks
Google expands XR SDK with AI‑glasses libraries
InfoQ highlights the release of Android XR SDK Developer Preview 3, which adds Jetpack Projected and Jetpack Compose Glimmer libraries for building AI‑enhanced glasses applications. The update also extends ARCore’s motion‑tracking and geospatial capabilities, enabling developers to create context‑aware wearables with minimal boilerplate. Early adopters praise the streamlined pipeline that integrates AI inference directly into the rendering loop.
InfoQ
New CLI tools aim to humanize LLM interactions
In a InfoQ podcast, library author Will McGugan discusses Textual and Rich, and introduces “Toad,” a visually rich command‑line interface for agentic LLMs. The project leverages lessons from the Textual framework to provide structured, interactive prompts that improve usability for developers building AI assistants. By offering real‑time feedback and customizable widgets, Toad bridges the gap between raw LLM output and practical tooling.
InfoQ
Modern CSS techniques reinvent avatar lists
CSS‑Tricks demonstrates a responsive avatar list component that uses the new
sibling-count() and container queries to calculate dynamic spacing without JavaScript. The tutorial showcases how mask and @property can create fluid overlap effects that adapt to viewport changes, a pattern useful for UI libraries seeking lightweight, declarative layouts. Front‑end teams can adopt this approach to reduce bundle size while maintaining rich interactivity.
CSS-Tricks
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