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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‑Microservices, Cloud Outages, and Secure CI/CD Strategies...
Mercredi 17 décembre 2025 à 07:50
DevOps & CI/CD
AWS Transform Custom accelerates code modernization
InfoQ reports that AWS has unveiled Transform Custom, an AI‑driven tool that automatically refactors Java, Node.js, and Python applications, delivering up to five‑fold speedups in migration cycles. The service learns from an organization’s codebase to produce repeatable, high‑quality transformations, positioning AI as a core component of continuous delivery pipelines.
InfoQ
Software Architecture
Microservices playbook reshapes AI agent deployments
DevOps.com argues that the majority of failing AI initiatives stem from treating agents as monolithic copilots rather than microservice‑based autonomous systems. By containerizing agents, enforcing clear API contracts, and integrating them into existing service meshes, enterprises can achieve better scalability and observability, a lesson echoed across recent AI‑agent case studies.
DevOps.com
Google’s A2UI project standardises agent‑generated UIs
SD Times details Google’s open‑source A2UI framework, which lets large‑language‑model agents emit declarative UI descriptors that client applications render with native components. This approach isolates UI rendering from agent execution, mitigating security risks while enabling cross‑framework interoperability for multi‑agent ecosystems.
SD Times
Cloud & Infrastructure
Microsoft pushes final Azure Linux 3.0 update
Phoronix notes that Microsoft has released the last Azure Linux 3.0 monthly update for 2025, tightening integration with Azure’s hyper‑scale services and adding kernel patches that improve container performance on the cloud platform. The move signals Microsoft’s commitment to a Linux‑first strategy for hybrid workloads.
Phoronix
Lyft rearchitects ML platform with hybrid SageMaker‑Kubernetes stack
InfoQ explains that Lyft has split its LyftLearn platform, delegating offline training to AWS SageMaker while retaining Kubernetes for real‑time inference. This hybrid model reduces operational complexity for batch jobs while preserving low‑latency control where it matters most, offering a pragmatic alternative to monolithic ML stacks.
InfoQ
Inside AWS’s response to a 15‑hour regional outage
The Pragmatic Engineer provides a granular account of the October 2025 outage in AWS’s largest region, tracing the cascade from a lock‑contention bug in DynamoDB’s DNS enactors to network‑load‑balancer failures. The post highlights the “follow‑the‑sun” on‑call rotation, automated KPI alerts, and post‑mortem practices that aim to harden distributed cloud services.
The Pragmatic Engineer
Development Frameworks
Cursor AI editor’s visual designer draws mixed developer reactions
DevClass reports that Anysphere’s Cursor AI editor has added a visual web‑designer, but developers are frustrated by frequent UI glitches and an ever‑shifting interface. While the feature promises rapid prototyping, the instability underscores the challenges of delivering AI‑augmented development tools that meet professional reliability standards.
DevClass
Software Quality & Testing
Trustworthy AI‑accelerated development demands robust safeguards
InfoQ outlines a security‑focused framework for AI‑enhanced software engineering, recommending provenance gates, planner‑critic separation, scoped credentials, and sandboxed execution to prevent autonomous agents from causing unintended damage. The article stresses rigorous logging, threat modeling (STRIDE/MAESTRO), and continuous red‑team testing as essential to maintaining code integrity.
InfoQ
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8 sources citées