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Tool Calling with Local LLMs: A Practical Evaluation

Which local model should I use for tool calling? When building GenAI and agentic applications, one of the most pressing and persistent questions is: β€œWhich local model should I use for tool calling?” We kept hearing again and again, from colleagues within Docker and the developer community, ever since we started working on Docker Model...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

Harnessing AI and Automation for the Future of Innovation in DevOps

In today’s fast-paced technological landscape, the transformative power of AI and automation is more evident than ever. As startups drive economic development with innovative ideas and relentless hard work, understanding and leveraging these technologies can significantly enhance their journey. This article delves into the pivotal role AI and automation play in shaping the future of […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Spacelift Adds On-Premises Edition of Infrastructure Management Platform

Spacelift has made available an on-premises edition of a platform for automating the provisioning and management of IT infrastructure that previously was only accessible via a software-as-a-service application. Company CEO Pawel Hytry said the on-premises edition of the platform satisfies both the requirements of highly regulated industries and the emergence of sovereign cloud requirements that […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Explanation First, Then Code Conversion: A Practical Guide to Mainframe Optimization

Before you even think about code conversion, take a closer look at what you haveβ€”and let generative AI (GenAI) help you explain it. Here’s how to modernize your mainframe smarter, not just faster. The Real Challenge: Understanding Decades-Old Practices and Code If you’ve worked with mainframes for any length of time, you’ve seen it before: […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Building an Easy Private AI Assistant with Goose and Docker Model Runner

Goose is an innovative CLI assistant designed to automate development tasks using AI models. Docker Model Runner simplifies deploying AI models locally with Docker. Combining these technologies creates a powerful local environment with advanced AI assistance, ideal for coding and automation. Looking for a seamless way to run AI-powered development tasks locally without compromising on...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

Cloud Native Glossary β€” The Vietnamese Version is Live!

The Cloud Native Glossary is a project that aims to define cloud native concepts in clear and simple language, making them accessible to anyone without requiring any previous technical knowledge. This project thrives on open contributions...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

Secure Code Warrior Defines Security Rules for AI Coding

Secure Code Warrior has made available a set of security rules for application developers using artificial intelligence (AI) tools to generate code. Company CTO Matias Madou said the AI Security Rules made available on GitHub are intended to encourage developers to review code generated by AI for security issues that these tools may inadvertently introduce. […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Technical Leadership in Modern Software Infrastructure: Architecting for Performance and Scale

technical leadership is what transforms an average system into an exceptional one. It’s what transforms scattered efforts into a cohesive strategy.

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Cloud Native App Local Development Made Easy with Microcks and Dapr

Cloud native application development can be intimidating sometimes! Architecting distributed applications that need to access and connect to complex infrastructure requires developers to learn different technologies and cloud services, which slows down their development tasks. It...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

Amazon FSx for OpenZFS now supports Amazon S3 access without any data movement

You can now attach Amazon S3 Access Points to your Amazon FSx for OpenZFS file systems so that you can access your file data as if it were in S3. With this new capability, you can work with your file data using a broad range of applications that work with S3β€”all without any refactoring or data movement.

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

Docker State of App Dev: AI

AI is changing software development β€” but not how you think The hype is real, but so are the challenges. Here's what developers, teams, and tech leaders need to know about AI’s uneven, evolving role in software. Rumors of AI’s pervasiveness in software development have been greatly exaggerated. A look under the hood shows adoption...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

AI’s Impact on Secure DevOps and the Future of Secure Software Development

Let’s explore how AI is reshaping secure DevOps, and what this means for the future of software development.

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Chronosphere Streamlines Management of Log Data to Reduce Costs

Chronosphere today added additional capabilities to its log management platform that enable DevOps teams to both reduce costs and surface more actionable insights. Alok Bhide, head of product innovation for Chronosphere, said Chronosphere Logs 2.0 provides DevOps teams with more granular control over how log data is collected and stored. The overall goal is to […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

New: Improve Apache Iceberg query performance in Amazon S3 with sort and z-order compaction

Amazon S3 now enables improved Apache Iceberg query performance through two new compaction strategiesβ€”sort and z-orderβ€”available for both S3 Tables and general purpose S3 buckets, helping organize data more efficiently by clustering similar values together and reducing file scanning during queries.

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

Linux Foundation Appoints Jonathan Bryce as Executive Director, Cloud & Infrastructure and Chris Aniszczyk as CTO, Cloud & Infrastructure to Oversee Major Open Source Initiatives

Bryce will serve as executive director of CNCF and OpenInfra Foundation in dual role SAN FRANCISCO, June 24, 2025 β€” The Linux Foundation, the nonprofit organization enabling mass innovation through open source, today announced the appointment...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

Joining CNCF as Executive Director: Let’s Build What’s Next

The CNCF community represents the best of open source: innovative, passionate, diverse, and collaborative. It’s a community reshaping how the world runs software in production, and I’m excited to serve as the new Executive Director. I...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

FYAI: How toΒ leverageΒ AI toΒ reimagine cross-functional collaboration with Yina Arenas

This edition of FYAI features Yina Arenas, Vice President of Product, Azure AI Foundry, who's leading the work to empower developers to shape the future with AI. The post FYAI: How toleverageAI toreimagine cross-functional collaboration with Yina Arenas appeared first on Microsoft Azure Blog.

Azure Blog favicon Azure Blog β€’ 4 months ago β€’ 1 min read

AWS Weekly Roundup: re:Inforce re:Cap, Valkey GLIDE 2.0, Avro and Protobuf or MCP Servers on Lambda, and more (June 23, 2025)

Last week’s hallmark event was the security-focused AWS re:Inforce conference. Now a tradition, the blog team wrote a re:Cap post to summarize the announcements and link to some of the top blog posts. To further summarize, several new security innovations were announced, including enhanced IAM Access Analyzer capabilities, MFA enforcement for root users, and threat […]

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

CNCF Welcomes New Silver Members to Strengthen Enterprise Cloud Infrastructure, Observability, and Analytics

Organizations join the cloud native movement, fostering innovation across diverse industries and global regions Open Source Summit, Denver, CO – June 23, 2025 – The Cloud Native Computing Foundation (CNCF), which builds sustainable ecosystems for cloud...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

End to End Argo-Workflow for CI/CD

Argo Workflows is a powerful open-source container-native workflow engine designed to automate CI/CD processes by defining them as custom resources. It allows for the creation of multi-step workflows where each step runs within a container, enabling...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

Smart Uses of imagePullSecrets in Kubernetes Cluster with ServiceAccounts

Kubernetes is everywhere nowadays, so are the container images and fetching the images from a private registry is a norm because of N number of reasons including security, that being the topmost. Recap Just to give...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

IDC Business Value Study: A 306% ROI within 3 years using Ubuntu Linux on Azure

Study participants shared that Azure provides a more efficient and effective platform for their Ubuntu workloads, maximizing their value in core business functions and supporting new technology adoption. The post IDC Business Value Study: A 306% ROI within 3 years using Ubuntu Linux on Azure appeared first on Microsoft Azure Blog.

Azure Blog favicon Azure Blog β€’ 4 months ago β€’ 1 min read

AWS Extends MCP Support in Amazon Q Developer to Multiple IDEs

Amazon Web Services (AWS) has added support for the Model Context Protocol (MCP) with the Visual Studio Code and JetBrains plugins that are provided for Amazon Q Developer, a set of artificial intelligence (AI) agents that automate a range of software development tasks.

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

AWS Extends Cloud Security Reach to Include DevSecOps Tools to Scan Code

Amazon Web Services (AWS) this week made Amazon Inspector, a code scanning tool for surfacing vulnerabilities that is designed to be natively integrated with GitHub and GitLab platforms, generally available. Announced at the AWS re:Inforce 2025 conference, Amazon Inspector combines a static application security testing (SAST) tool for analyzing application source-code with a software composition […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

Docker State of App Dev: Security

Security is a team sport: why everyone owns it now Six security takeaways from Docker’s 2025 State of Application Development Report. In the evolving world of software development, one thing is clear β€” security is no longer a siloed specialty. It’s a team sport, especially when vulnerabilities strike. That’s one of several key security findings...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

Announcing KServe v0.15: Advancing Generative AI Model Serving

Originally posted on KServe blog. We are thrilled to announce the release ofKServe v0.15, marking a significant leap forward in serving both predictive and generative AI models. This release introduces enhanced support for generative AI workloads,...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

Maximize your ROI for Azure OpenAI

This blog breaks down the available pricing and deployment options, and tools that support scalable, cost-conscious AI deployments. The post Maximize your ROI for Azure OpenAI appeared first on Microsoft Azure Blog.

Azure Blog favicon Azure Blog β€’ 4 months ago β€’ 1 min read

Why Docker Chose OCI Artifacts for AI Model Packaging

As AI development accelerates, developers need tools that let them move fast without having to reinvent their workflows. Docker Model Runner introduces a new specification for packaging large language models (LLMs) as OCI artifacts β€” a format developers already know and trust. It brings model sharing into the same workflows used for containers, with support...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

Behind the scenes: How we designed Docker Model Runner and what’s next

The last few years have made it clear that AI models will continue to be a fundamental component of many applications. The catch is that they’re also a fundamentally different type of component, with complex software and hardware requirements that don’t (yet) fit neatly into the constraints of container-oriented development lifecycles and architectures. To help...

Docker Blog favicon Docker Blog β€’ 4 months ago β€’ 1 min read

The Story Behind the Great Sidecar Debate

Project post originally published on the Linkerd blog by Flynn. Many, many pixels have been burned on the topic of sidecars of late. If you’ve been paying any attention at all to the cloud-native ecosystem, you’ve...

Cloud Native Computing Foundation favicon Cloud Native Computing Foundation β€’ 4 months ago β€’ 1 min read

AI, the New Hero of Software Development … or Anti-Hero?

Artificial intelligence (AI) can be a hero or an anti-hero in software development, depending on your implementation approach. According to the 2024 DORA Accelerate State of DevOps Report, AI adoption shows promise with 75% of respondents reporting positive productivity gains, but also reveals unexpected challenges, including a 7.2% reduction in software delivery stability. The key […]

DevOps.com favicon DevOps.com β€’ 4 months ago β€’ 1 min read

AWS re:Inforce roundup 2025: top announcements

At AWS re:Inforce 2025 (June 16-18, Philadelphia), AWS Vice President and Chief Information Security Officer Amy Herzog delivered the keynote address, announcing new security innovations. Throughout the event, AWS announced additional security capabilities focused on simplifying security at scale and enabling organizations to build more resilient applications in the cloud. Below is a comprehensive roundup […]

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

Amazon GuardDuty expands Extended Threat Detection coverage to Amazon EKS clusters

Expanded Amazon GuardDuty Extended Threat Detection for EKS clusters uses proprietary correlation algorithms to identify sophisticated multi-stage attack sequences across Kubernetes audit logs, container runtime behaviors, and AWS API activities through a new critical severity finding type: AttackSequence:EKS/CompromisedCluster.

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

Unify your security with the new AWS Security Hub for risk prioritization and response at scale (Preview)

AWS Security Hub has been enhanced with new capabilities that integrate multiple AWS security services to automatically discover resources, evaluate risks, analyze attack paths, and provide AI-assisted recommendations, helping security teams prioritize critical issues and respond to threats at scale with improved visualization and remediation guidance.

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read

AWS Backup adds new Multi-party approval for logically air-gapped vaults

Multi-party approval for AWS Backup logically air-gapped vaults enables organizations to recover their backup data even when their AWS account is compromised, by creating approval teams of trusted individuals who can authorize vault sharing with a recovery account through a separate authentication path.

AWS Blog favicon AWS Blog β€’ 4 months ago β€’ 1 min read