AI is revolutionizing DevOps by making CI/CD pipelines smarter, self-learning, and more efficient — enabling faster, secure, and automated software delivery.

Developers can now discover and run IBM’s latest open-source Granite 4.0 language models from the Docker Hub model catalog, and start building in minutes with Docker Model Runner. Granite 4.0 pairs strong, enterprise-ready performance with a lightweight footprint, so you can prototype locally and scale confidently. The Granite 4.0 family is designed for speed, flexibility,...

A good language model should learn correct language usage, free of biases and errors.

Every organization we speak with shares the same goal: to deliver software that is secure and free of CVEs. Near-zero CVEs is the ideal state. But achieving that ideal is harder than it sounds, because paradoxes exist at every step. Developers patch quickly, yet new CVEs appear faster than fixes can ship. Organizations standardize on...

Build ReAct agents with LangGraph using hardcoded logic and LLM-powered reasoning to create adaptive AI systems.

Written by Ken Huang, CEO at DistributedApps.ai and Jerry Huang, Engineering Fellow, Kleiner Perkins.   Abstract AI agents used in e-commerce necessitates secure payment protocols capable of handling high-determinism user authorization, agent authentication, and non-repudiable accountability. The Agent Payments Protocol (AP2) [1], an open extension to Agent2Agent (A2A) [2] and Model Context Protocol (MCP) [3], introduces Verifiable Credentials (VCs) in the form of crypto...

At swampUP 2025 in Napa Valley, longtime JFrog collaborator and Java community veteran Stephen Chin talks about the evolution of software delivery, the fusion of graph intelligence with DevOps, and the growing need for integrated security across the software supply chain. Chin, who has worn many hats across his career — from developer advocate to […]

At swampUP 2025, Alan Shimel spoke with Hariharan Ragothaman, a technologist and repeat attendee who has taken his passion for DevOps automation to the next level. While not a JFrog employee, Ragothaman has been a frequent participant in the JFrog community, first attending swampUP 2023 and returning this year to present a framework he developed […]

The ORAS community is thrilled to announce the release of ORAS CLI v1.3.0, a version packed with stability improvements and pioneering capabilities. In addition to strengthening existing functionality, this release introduces three major new features designed...

Building machine learning models in high-stakes contexts like finance, healthcare, and critical infrastructure often demands robustness, explainability, and other domain-specific constraints.

Associate Professor Phillip Isola studies the ways in which intelligent machines “think,” in an effort to safely integrate AI into human society.

Before joining Microsoft, I served as VP of Application Development at one of the largest temporary staffing companies in the United States. I’ll never forget the look on our CFO’s face when I told him we needed two to three additional cloud environments to support a large-scale modernization project. His expression went from curious to […] The post Visual Studio Dev/Test Benefit Explained appeared first on Visual Studio Blog.

Open Source SecurityCon has always been about bringing people together to strengthen trust in open source. From its beginnings within TAG Security to its growth as a standalone conference, and now returning to KubeCon + CloudNativeCon...

Last week, Docker was thrilled to be part of the inaugural AI Engineer Paris, a spectacular European debut that brought together an extraordinary lineup of speakers and companies. The conference, organized by the Koyeb team, made one thing clear: the days of simply sprinkling 'AI dust' on applications are over. Meaningful results demand rigorous engineering,...

We've all been there: you're 90% of the way through downloading a massive, multi-gigabyte GGUF model file for llama.cpp when your internet connection hiccups. The download fails, and the progress bar resets to zero. It's a frustrating experience that wastes time, bandwidth, and momentum. Well, the llama.cpp community has just shipped a fantastic quality-of-life improvement...

Agentic RFT enables reasoning models to become even more powerful, tool-using agents by training directly on the workflows they will execute in production. By operating on agent rollouts, reasoning models can call tools, generate intermediate reasoning steps, and receive real-time feedback via customer-provided endpoints. This Build Hour will walk through the preparation, infrastructure, and safety oversight to use Agentic RFT. Theophile Sautory (Applied AI) and William Hang (API Engineering) cover: • Improving agent performance with optimization and fine-tuning options • Key differences between Base RFT and Agentic RFT • New additions and how Agent RFT works • Task setup and live demos training with tools • Customer spotlight on Cognition with Sampriti Panda (Research Engineer) • Success stories featuring Ambience, Genspark, Mako, and Rogo • Live Q&A 👉 AgentRFT Interest Form: https://tinyurl.com/agentRFT 👉 Follow along with the code repo: https://github.com/openai/build-hours 👉 Sign up for upcoming live Build Hours: https://webinar.openai.com/buildhours/ 00:00 Introduction 01:34 Intro to Agent RFT 11:12 Task Setup 14:15 Demos: Training with Tools 31:33 Best Practices 35:15 Customer Spotlight: Cognition 44:58 Success Stories 51:16 Summary 52:33 Q&A

When large language models first came out, most of us were just thinking about what they could do, what problems they could solve, and how far they might go.

The National Security Division (NSD) of the U.S. Department of Justice (DOJ) issued a Final Rule announcing a new Data Security Program (DSP) under Executive Order 14117: Preventing Access To Americans' Bulk Sensitive Personal Data And United States Government-Related Data By Countries Of Concern. Focused on protecting “covered data” transactions, the goal of the DOJ’s Final Rule is clear—prevent access to U.S government-related data and Americans’ sensitive personal data from:  ...

A weekly DevOps Jobs Report featuring opportunities, salaries and insights into the DevOps job market from companies like NVIDIA and GEICO.

Today, we’re excited to share our public roadmap, which outlines the next steps in evolving Visual Studio with AI-powered agentic experiences. With every month, we aim to deliver smarter, faster, and more intuitive tools that enhance your coding experience. Disclaimer: The items outlined here represent ongoing work for the month. They are not commitments or […] The post Roadmap for AI in Visual Studio (October) appeared first on Visual Studio Blog.

The inaugural Edge Day launched as a co-located event at KubeCon + CloudNativeCon EU in 2022, recognizing that data at the edge is here to stay. Once called the ‘Internet of Things’ and later ‘Industry 4.0,’...

When it comes to securing the software supply chain, engineering teams often assume that the choice between building their own hardened images or buying a solution is straightforward…until they try to build the images themselves. As the programmer’s credo goes: “We do these things not because they are easy, but because we thought they’d be easy.”  The decision […]

Behind AI Scenes: From Design to Operation in the Enterprise   Last week I had the privilege of speaking at the Cari AI Summit 2025, where I shared one of the topics I’m most passionate about: how AI truly moves from design to operation in the enterprise. As someone who has spent nearly three decades […] The post Behind AI Scenes: From Design to Operation in the Enterprise appeared first on Cloud Native by Design, Business Value by Default.

VS Live! Orlando – Your Ultimate Learning Adventure Imagine swapping stories with fellow developers over dinner as the Florida sun sets, then beginning the next morning with a stroll past the resort’s palm-lined walkways before catching your first session across 41 dynamic tracks. From there, immerse yourself in a full day of learning and connection. […] The post VS Live! Orlando – Your Ultimate Learning Adventure appeared first on Visual Studio Blog.

In the DevOps world, with its faster release cycles and continuous delivery, quality assurance (QA) cannot be sidelined until the end of the process. Companies that actively use automation achieve up to 60% faster release cycles compared to those relying solely on manual testing. However, automation alone is insufficient. Without the right QA mindset, moving faster can […]