2025-10-15 13:00
Unlock the future of AI-assisted development with the powerful duo of Google’s Gemini CLI and Docker's MCP Toolkit! 🚀 This combination simplifies browser testing and performance analysis, allowing for automation with just a few commands. A setup that takes only 5 minutes can save developers significant time on each test. ⏱️ Learn how to connect Gemini CLI with Docker and automate tasks like issue creation and performance reporting—all from your terminal. With over 220 pre-built MCP servers,...
Source: Docker Blog
Ajeet Singh Raina
2025-10-14 13:00
🚀 Exciting advancements in AI models like GPT-5 and Gemini are leading developers to explore multi-agent systems. These systems consist of various agents—researchers, writers, planners—working together to tackle complex tasks. However, building these systems can be challenging due to integration issues. cagent is an open-source tool designed to simplify this process. It allows users to create and manage multi-agent systems easily, using a single YAML file for configuration. With cagent, you...
Source: Docker Blog
Srini Sekaran
2025-10-14 12:15
🚀 Exciting news for the Docker Model Runner community! The project has transitioned from Limited Beta to General Availability, now accessible on all Docker versions with added Vulkan support for broader GPU compatibility. We've streamlined the contribution process by consolidating repositories and enhancing documentation, making it easier for all contributors. Join us in shaping the future of AI models with Docker! 👉 Star, fork, and contribute to our repo. Spread the word! #Docker #OpenSource...
Source: Docker Blog
Eric Curtin
2025-10-14 00:16
🚀 Exciting news for AI developers! NVIDIA DGX Spark now supports Docker Model Runner, enhancing local model development. With DGX Spark's powerful Grace Blackwell GB10 Superchip, you can efficiently prototype and fine-tune large models right on your machine. 🖥️ Docker Model Runner simplifies this process, providing a secure environment for running AI models without cloud dependency. Unboxing and setup are straightforward, allowing for quick integration into your workflow. #NVIDIA #Docker #AI...
Source: Docker Blog
Emily Casey
2025-10-13 21:58
Container security is crucial as workloads increasingly rely on containers. However, many organizations misrepresent their container security capabilities. According to a recent article, there are five essential elements for achieving maximum container security: 1. **Minimal Attack Surface**: Only essential software should be included. 2. **Complete Software Bills of Materials (SBOM)**: Accurate inventory is necessary. 3. **Verifiable Build Provenance**: Establishes a clear chain of custody....
Source: Docker Blog
Christian Dupuis
2025-10-10 13:00
🚀 AI coding assistants have advanced significantly, but tools like Claude Code still require manual interaction with your environment. The Model Context Protocol (MCP) and Docker MCP Toolkit bridge this gap, enabling seamless integration with your tools and databases. This guide outlines how to set up and connect Claude Code with Docker MCP Toolkit, configure servers for Jira and GitHub, and automate tech debt tracking. With over 200 pre-built servers and one-click deployment, developers can...
Source: Docker Blog
Ajeet Singh Raina
2025-10-09 12:58
Unlock the power of language models with LoRA! 🚀 This article explores how to fine-tune models efficiently using Docker. By focusing on specific skills, like masking personally identifiable information (PII), we can enhance model performance without extensive resources. LoRA (Low-Rank Adaptation) allows you to teach new tasks while preserving the model’s core knowledge. It involves adding small adapter layers to the pre-trained model, making the process faster and less resource-intensive. The...
Source: Docker Blog
Ignasi Lopez Luna
2025-10-08 13:00
🚀 Meet Pradumna Saraf, a Docker Captain and Open Source Developer passionate about DevOps! In our latest "From the Captain’s Chair" interview, Pradumna shares his journey from learning about MongoDB to embracing Docker. He values community involvement and aims to create more technical content while engaging in international talks. He highlights Docker Compose as a favorite feature, especially for managing AI models. Read more to discover his insights and experiences in the Docker community!...
Source: Docker Blog
Pradumna Saraf
2025-10-08 11:50
🚀 Exciting news for AI enthusiasts! Docker Model Runner now supports Vulkan, allowing GPU-accelerated inferencing on a wider range of hardware, including AMD and Intel GPUs. This update simplifies running large language models locally with just one command. 🖥️ No special setup is needed; the tool automatically detects compatible Vulkan hardware. Try it out today! For collaboration and contributions, visit the GitHub repo. #Docker #AI #Vulkan #OpenSource #MachineLearning
Source: Docker Blog
Eric Curtin
2025-10-07 13:00
Open Source Genius faced a challenge with increasing document chaos, termed "entropy debt," while managing multiple AI projects. 📄 Instead of hiring more staff or adding SaaS tools, they developed an AI-powered file automation agent using Docker’s MCP Toolkit and Claude Desktop. This solution saves each team member two hours weekly! ⏳ With the goal of creating over $100M in small business value by 2027, OSG effectively streamlined their processes and improved productivity. 💡 #OpenSource...
Source: Docker Blog
Ryan Wanner
2025-10-06 21:29
🚀 IBM has launched its Granite 4.0 language models on Docker Hub! Developers can now easily discover and run these open-source models, enabling quick prototyping and scalable AI applications. The Granite 4.0 family combines strong performance with a lightweight design. With features like a hybrid architecture and support for long context lengths, these models are designed for efficiency and flexibility. Explore the capabilities of Granite 4.0 today! #IBM #Granite40 #DockerHub #AI #OpenSource
Source: Docker Blog
Eric Curtin
2025-10-06 21:19
🚀 Exciting news in software security! Docker has launched unlimited access to its Hardened Images catalog, aiming for near-zero CVEs at an affordable price. This change allows teams to access secure, up-to-date container images without premium costs. These images are built from source, continuously patched, and smaller in size, reducing potential vulnerabilities. The catalog supports various platforms, making it easy for developers to adopt. Discover the impact of secure software development...
Source: Docker Blog
Michael Donovan
2025-10-06 13:00
🚀 Last week, Docker participated in the inaugural AI Engineer Paris conference, highlighting the evolution of AI application development. Key discussions emphasized that true innovation requires rigorous engineering, not just "AI dust." The focus is on creating robust AI agents through standardized practices. Docker's Tushar Jain led a keynote on making AI agent development accessible to all developers. A hands-on workshop followed, teaching attendees how to build collaborative multi-agent...
Source: Docker Blog
Oleg Selajev
2025-10-06 11:55
🚀 Exciting news for the llama.cpp community! The latest update introduces **resumable downloads** for GGUF model files. No more starting over if your connection drops! This new feature allows downloads to resume from where they left off, improving efficiency and user experience. Additionally, the update ensures smarter management of model versions and prevents file corruption during downloads. For optimal model management, consider using **Docker Model Runner** to streamline workflows and...
Source: Docker Blog
Eric Curtin
2025-10-02 13:00
🔬 AI agents are revolutionizing research workflows by automating complex tasks in scientific studies. Instead of relying on manual scripts, researchers can now describe their goals, and these intelligent systems handle tasks like data parsing and literature searching. These autonomous agents, like those developed by CrewAI, work together to improve efficiency and reproducibility in research. The future of science is here! 🌟 #AIinResearch #ScienceAgents #Automation #Innovation #ResearchEfficiency
Source: Docker Blog
Esteban Maya Cadavid
2025-10-02 11:46
Exploring local models has its challenges, but the potential is significant. 🌟 Models like Gemma 3 270M can run on common hardware, offering benefits like privacy and offline capabilities. However, achieving high performance for complex tasks remains difficult. The Unsloth project is a game-changer for fine-tuning, providing a ready-to-use Docker image to streamline the process. 🚀 With Docker Offload, users can access cloud GPU resources, enhancing their local workflow. Stay tuned for a...
Source: Docker Blog
Ignasi Lopez Luna
2025-09-29 20:02
🚀 Development teams are facing increased pressure to secure their software supply chains. Docker has introduced Helm charts in the Docker Hardened Images (DHI) Catalog to streamline Kubernetes deployments while enhancing security. These charts ensure safe configurations and clear traceability, meeting the needs of teams concerned about compliance. With changes from Broadcom affecting Bitnami's distribution, Docker offers a reliable alternative for secure deployments. Join the beta program to...
Source: Docker Blog
Aditya Tripathi
2025-09-29 13:00
🚀 Discover the Docker MCP Toolkit! This free feature in Docker Desktop offers access to over 200 MCP servers, making it simple and secure to run local servers for your AI projects. With just a few clicks, you can configure servers, environment variables, and API keys. The toolkit also supports integrations with tools like LM Studio and Claude Desktop. Build advanced workflows by connecting feedback from Notion to GitHub Issues. Check out the demo for practical examples! 📊💻 #Docker #MCPToolkit...
Source: Docker Blog
Oleg Selajev
2025-09-26 13:00
🚨 Hackers are exploiting trust relationships to catfish your AI. Attacks aren't about technical skills; they manipulate familiar systems designers and developers rely on. From altered npm packages to deceptive documentation, AI tools can be misled to introduce vulnerabilities. The good news? Solutions exist that don't hinder development. #CyberSecurity #AI #TrustParadox #MCP #InfoSec
Source: Docker Blog
Saurabh Davala
2025-09-25 13:19
🚀 Exciting news from Docker! They've launched the Premium Support and Technical Account Management (TAM) service, providing 24/7 support for developers. Key features include high-priority responses, advanced incident analysis, and guidance from Docker experts. This service aims to enhance resilience and support across the entire Docker ecosystem. Ideal for enterprises navigating complex software development challenges. For more info, check the Docker website! #Docker #PremiumSupport #TAM...
Source: Docker Blog
John Ayub
2025-09-25 11:32
Explore the power of Promptfoo and Docker Model Runner for evaluating LLM apps! Promptfoo is an open-source CLI that simplifies the evaluation of AI models. With Docker Model Runner, users can easily manage and deploy these models. The Docker MCP Toolkit serves as a local gateway for running containerized MCP servers, enhancing connectivity with AI agents. These tools enable users to compare models and assess MCP servers directly from their development environment. #AI #Docker #Promptfoo...
Source: Docker Blog
Luke Bunselmeyer
2025-09-23 13:00
🚨 MCP Horror Stories: Drive-By Localhost Breach 🚨 Part 4 of our series highlights a critical vulnerability, CVE-2025-49596, found in MCP Inspector. This issue allows attackers to compromise developer machines simply by visiting a malicious website. With a CVSS score of 9.4, this flaw turns a trusted debugging tool into an attack vector, showcasing the real-world risks in AI development environments. Learn how Docker MCP Gateway can help protect against these sophisticated threats....
Source: Docker Blog
Ajeet Singh Raina
2025-09-19 13:07
🚀 Docker Desktop 4.46 introduces automatic component updates and a redesigned update experience. With these changes, updates happen in the background, ensuring zero interruption to your workflow. Key tools like Docker Scout and Compose will always be up-to-date without manual input. 🔒 The new update experience features clearer messaging and reduced notification fatigue. Users also have the option to manage updates in their settings. Learn more about these enhancements! #Docker...
Source: Docker Blog
Kat Tomrushka
2025-09-19 12:01
🚀 Exciting news in local AI! llama.cpp now supports pulling GGUF models directly from Docker Hub, simplifying the process for developers. This integration allows for rock-solid versioning, centralized model storage, and streamlined workflows. With just a command, you can easily manage models without the hassle of manual downloads. 🎉 Explore how this feature enhances reproducibility and efficiency in your projects! #AI #DockerHub #llamaCpp #MachineLearning #TechNews
Source: Docker Blog
Eric Curtin
2025-09-18 16:00
🚀 Introducing cagent, an open-source project from Docker that simplifies the creation and sharing of AI agents without any coding! By defining your agent's behavior, tools, and persona in a single YAML file, you can easily build personalized AI assistants. 🌐 cagent not only streamlines agent creation but also facilitates community sharing through OCI registries. Explore practical use cases, like a GitHub Task Tracker, to see how cagent can enhance your workflows! #AI #OpenSource #Docker...
Source: Docker Blog
Oleg Selajev
2025-09-18 16:00
🚀 Exciting news from Docker! They've announced an official partnership with the Cloud Native Computing Foundation (CNCF). This collaboration strengthens their commitment to open source, enhancing support for developers and maintainers in the cloud-native ecosystem. Key benefits include unlimited image pulls and access to Docker's extensive resources. With Docker Hub hosting over 14 million images and 22 billion downloads monthly, this partnership aims to improve project visibility and...
Source: Docker Blog
Aurélien Suarez
2025-09-18 12:19
🚀 Exciting news! Docker Model Runner is now generally available! Originally launched in April 2025 as a Beta, it has rapidly evolved to provide developers with a reliable tool for managing and running local AI models, specifically large language models (LLMs). Docker Model Runner integrates smoothly with existing infrastructure, allowing developers to use familiar Docker commands while ensuring security and compliance. Key features include GPU acceleration, OpenAI-compatible APIs, and support...
Source: Docker Blog
Francesco Corti
2025-09-17 16:00
🚀 Explore how to build secure AI coding agents using Cerebras and Docker Compose! The article highlights the process of creating portable and secure AI environments. It covers essential steps, from cloning the GitHub repository to configuring the .env file with your Cerebras API key. Learn about the architecture, including the Agentic Loop and MCP Tools, which are crucial for the agent's functionality. For detailed guidance, check out the full article! #AICoding #Cerebras #DockerCompose...
Source: Docker Blog
Oleg Selajev
2025-09-16 13:00
🚀 The Model Context Protocol (MCP) has quickly gained traction since its launch by Anthropic in November 2024. It serves as a vital link between AI agents and various tools, APIs, and data. 🔍 However, this flexibility comes with security challenges. Research indicates that 43% of analyzed MCP servers have command injection vulnerabilities, which could lead to serious risks if misconfigured. 🛡️ This guide offers developers insights into MCP security, highlighting risks and best practices for...
Source: Docker Blog
Saurabh Davala
2025-09-15 13:00
🚀 A recent article challenges the claim that "95% of AI POCs fail," arguing that the real issue lies in how teams design their proofs of concept. Many POCs are built as disposable demos for presentations, not for real-world use. This leads to failures when they encounter actual users or scale demands. To improve success rates, the article outlines nine essential rules for creating effective POCs. Key strategies include starting small, designing for production from day one, and optimizing for...
Source: Docker Blog
Jim Clark
2025-09-10 13:00
Developers are facing new challenges as AI workflows become potential attack surfaces. With AI tools like LLMs generating code, issues can arise only at runtime, leading to serious risks such as data loss or unauthorized commands. ⚠️ Prompt injections and misuse of AI outputs are significant threats. Recent incidents have shown how AI-generated scripts can unintentionally delete databases or expose sensitive information. 📉 To tackle these risks, integrating runtime security directly into...
Source: Docker Blog
Andy Ramirez
2025-09-05 13:00
🚀 Docker, Inc. has acquired MCP Defender to enhance security for AI applications. As AI evolves rapidly, new security challenges arise for software development. 🔍 The current AI security landscape reflects early container adoption, marked by innovation but also uncertainty about risks. Organizations must now focus on real-time monitoring and dynamic threat detection. 🔒 Docker aims to embed security into AI infrastructure from the start, ensuring seamless integration into development...
Source: Docker Blog
Andy Ramirez
2025-09-05 13:00
🚀 Docker, Inc. has announced its acquisition of MCP Defender to enhance security for AI applications. As AI technology evolves, so do the security challenges it presents. 🚧 Companies are urged to shift towards real-time monitoring and proactive threat detection to safeguard their AI infrastructure. Docker aims to integrate security into AI development from the start, ensuring a seamless experience for developers. 🔐 #Docker #AIsafety #Cybersecurity #TechNews #Innovation
Source: Docker Blog
Andy Ramirez
2025-09-04 13:00
🌐 Hybrid AI is revolutionizing how we utilize AI models! Running large models in the cloud can lead to high costs, while local models help maintain privacy and control expenses. However, local models often lack capability. The hybrid approach combines cloud and local strengths, offering a cost-effective, efficient solution. Using Docker, developers can easily deploy systems that balance performance and affordability. Explore how this innovative model works! 🖥️💡 #HybridAI #Docker #AIModels...
Source: Docker Blog
Ignasi Lopez Luna
2025-09-04 13:00
🚀 Hybrid AI is reshaping how we utilize AI models. By merging powerful cloud models with efficient local models, it balances performance, cost, and privacy. This allows developers to achieve high quality without overspending. 💡 The Minions protocol exemplifies this, using local "minions" for routine tasks while a remote supervisor handles complex reasoning. Docker facilitates simple and secure deployments. 🐳 Explore the advantages of Hybrid AI, including cost reduction, scalability, and...
Source: Docker Blog
Ignasi Lopez Luna
2025-09-03 16:59
🔍 Understanding the Model Context Protocol (MCP) is crucial for developers. Many mistakenly view MCP as just another API, which can disrupt agent designs and execution reliability. MCP is designed for LLM tool use, not replacing RPC but enhancing it. Another common misconception is that tools are agents. While tools execute tasks, agents plan and evaluate until goals are met. For effective use, define tool preconditions, validate inputs, and maintain clear logs. #ModelContextProtocol #MCP...
Source: Docker Blog
Jim Clark
2025-08-30 23:19
Bitnami has been crucial in simplifying application deployment for developers. However, significant changes are coming to their distribution model. Starting September 29, access to most versioned images will require a paid subscription under Bitnami Secure Images. Only the :latest tags will remain free, while older images will move to a legacy archive without updates. Docker offers alternatives with their Official Images and Hardened Images, providing robust options for teams facing these...
Source: Docker Blog
Michael Donovan
2025-08-29 13:00
🚀 In the age of AI copilots, ensuring code quality is crucial. SonarQube helps identify bugs, test coverage, and security issues but can interrupt workflow due to feedback loops. 🔧 The solution? Integrate SonarQube directly into your IDE using the Sonar MCP server and Docker MCP Toolkit. This allows AI agents like GitHub Copilot to access code quality metrics seamlessly. 🛠️ The Docker MCP Toolkit simplifies the setup, enabling developers to focus on coding without distractions. For hands-on...
Source: Docker Blog
Anna Chernyshova
2025-08-28 13:00
In today's software development landscape, speed should not compromise security. 🛡️ This article discusses a shift-left approach using tools like Testcontainers and Docker to enhance security early in the development lifecycle. It highlights how developers can conduct reliable integration tests while maintaining high quality. A practical example features a Node.js Movie Catalog API, demonstrating how Testcontainers can streamline testing against a PostgreSQL database. 📦 Learn how modern...
Source: Docker Blog
Anna Chernyshova
2025-08-27 13:00
📢 Exciting news from Docker! Starting with release 4.45.0 on August 28, Docker Desktop will shift to a new update schedule, moving from monthly to bi-weekly releases, aiming for weekly updates by 2025. This change is in response to user requests for quicker access to new features and urgent updates. 🚀 Enhancements include smarter component updates that occur silently without interrupting your workflow and clearer update information within the app. Enterprise users will retain control over...
Source: Docker Blog
Kat Tomrushka