26 Jan 2026

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Clawdbot with Docker Model Runner, a Private Personal AI Assistant

Personal AI assistants are transforming how we manage our daily lives-from handling emails and calendars to automating smart homes. However, as these assistants gain more access to our private data, concerns about privacy, data residency, and long-term costs are at an all-time high. By combining Clawdbot with Docker Model Runner (DMR), you can build a...

26 Jan 2026 8:51pm GMT

Run Claude Code Locally with Docker Model Runner

We recently showed how to pair OpenCode with Docker Model Runner for a privacy-first, cost-effective AI coding setup. Today, we're bringing the same approach to Claude Code, Anthropic's agentic coding tool. This post walks through how to configure Claude Code to use Docker Model Runner, giving you full control over your data, infrastructure, and spend....

26 Jan 2026 1:11pm GMT

25 Jan 2026

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Making the Most of Your Docker Hardened Images Enterprise Trial – Part 3

Customizing Docker Hardened Images In Part 1 and Part 2, we established the baseline. You migrated a service to a Docker Hardened Image (DHI), witnessed the vulnerability count drop to zero, and verified the cryptographic signatures and SLSA provenance that make DHI a compliant foundation. But no matter how secure a base image is, it...

25 Jan 2026 5:51pm GMT

24 Jan 2026

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Making the Most of Your Docker Hardened Images Enterprise Trial – Part 2

Verifying Security and Compliance of Docker Hardened Images In Part 1 of this series, we migrated a Node.js service to Docker Hardened Images (DHI) and measured impressive results: 100% vulnerability elimination, 90% package reduction, and 41.5% size decrease. We extracted the SBOM and saw compliance labels for FIPS, STIG, and CIS. The numbers look compelling....

24 Jan 2026 8:24pm GMT

23 Jan 2026

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How to Automate Arm Migration with Docker MCP Toolkit, VS Code, and GitHub Copilot

This post is a collaboration between Docker and Arm, demonstrating how Docker MCP Toolkit and the Arm MCP Server work together to simplify architecture migrations. Moving workloads from x86 to Arm64 architecture has become increasingly important. Organizations seek to reduce cloud costs and improve performance. AWS Graviton, Azure Cobalt, and Google Cloud Axion have made...

23 Jan 2026 2:00pm GMT

22 Jan 2026

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Using MCP Servers: From Quick Tools to Multi-Agent Systems

Model Context Protocol (MCP) servers are a spec for exposing tools, models, or services to language models through a common interface. Think of them as smart adapters: they sit between a tool and the LLM, speaking a predictable protocol that lets the model interact with things like APIs, databases, and agents without needing to know...

22 Jan 2026 7:35pm GMT

Your Dependencies Don’t Care About Your FIPS Configuration

FIPS compliance is a great idea that makes the entire software supply chain safer. But teams adopting FIPS-enabled container images are running into strange errors that can be challenging to debug. What they are learning is that correctness at the base image layer does not guarantee compatibility across the ecosystem. Change is complicated, and changing...

22 Jan 2026 2:00pm GMT

16 Jan 2026

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Making (Very) Small LLMs Smarter

Hello, I'm Philippe, and I am a Principal Solutions Architect helping customers with their usage of Docker. I started getting seriously interested in generative AI about two years ago. What interests me most is the ability to run language models (LLMs) directly on my laptop (For work, I have a MacBook Pro M2 max, but...

16 Jan 2026 1:47pm GMT

15 Jan 2026

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Permission-Aware RAG: End-to-End Testing with the SpiceDB Testcontainer

We use GenAI in every facet of technology now - internal knowledge bases, customer support systems, and code review bots, to name just a few use cases. And in nearly every one of these, someone eventually asks: What stops the model from returning something the user shouldn't see?" This is a roadblock that companies building...

15 Jan 2026 2:00pm GMT

OpenCode with Docker Model Runner for Private AI Coding

AI-powered coding assistants are becoming a core part of modern development workflows. At the same time, many teams are increasingly concerned about where their code goes, how it's processed, and who has access to it. By combining OpenCode with Docker Model Runner, you can build a powerful AI-assisted coding experience while keeping full control over...

15 Jan 2026 1:47pm GMT