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Welcome to Docker Workshop

A hands-on, workshop covering the full Docker developer experience - from inner-loop workflows and containerization basics all the way to AI agents, MCP servers, security hardening, and Sandboxing.

🗺️ What's Covered

Pick any track and go - each card links to that track's starting point.

🐳 Docker Fundamentals

  • 🐳 Docker 101

    Core container concepts and a real-world sample app - inner vs outer loop, running Postgres, and the Product Catalog develop → test → build → secure flow.

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  • ☸️ Kubernetes 101

    Deploy a real app to a live cluster and learn the building blocks hands-on - Pods, Deployments, Services, scaling, rolling updates, and Ingress.

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🧠 Docker & AI

Run models locally, wire them to tools via MCP, build agents, and safely sandbox AI-generated actions - all inside Docker.

  • 🤖 Docker Agent

    Build, run, and share AI agents with Docker's declarative multi-agent runtime - concepts, built-in tools, MCP/DMR/RAG integrations, and projects.

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  • 🚀 Docker Model Runner

    Run LLMs locally inside Docker - no cloud required, GPU-accelerated inference out of the box.

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  • 🔌 MCP Catalog & Toolkit

    Connect AI models to real tools and services via the Model Context Protocol, managed securely through Docker.

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  • 🧩 Agentic Compose

    Multi-agent workflows orchestrated with Docker Compose - DevDuck, agentic Product Catalog, and an A2A fact checker.

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  • 🧪 Docker Sandboxes

    Run AI coding agents in isolated microVMs with the sbx CLI - credential proxying, network policy, and governance at scale.

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  • ☁️ Cloud Sandboxes

    Scale sbx agents onto Docker-managed infrastructure - the same CLI with a --cloud flag.

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  • 🛡️ AI Governance

    Enforce policy on agents - network and filesystem controls, MCP guardrails, observability, and sandbox kits.

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🔒 Docker & Security

  • 🧱 Container Security

    Harden images with best practices - minimal base images, multi-stage builds, non-root users, read-only filesystems, and secrets handling.

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  • 🔎 Docker Scout

    A reactive approach - continuous scanning, CI integration, and recommendations to fix vulnerabilities.

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  • 🛡️ Docker Hardened Images

    A proactive approach - migrate to DHI, image scanning, compliance, and attestations.

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  • 🔗 Supply Chain with dhictl

    Secure the supply chain end-to-end - browse the DHI catalog and migrate to hardened images with dhictl.

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⚡ Docker Offload

Offload builds and GPU-intensive workloads to the cloud seamlessly - same Docker commands, cloud execution.

  • ⚡ Overview & Getting Started

    Enable Docker Offload, start a session, and run GPU workloads on cloud infrastructure.

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  • ☁️ Cloud Sandboxes Workshop

    Master the cloud sandbox lifecycle hands-on - sizing, idle timeout, TTL, stop/resume/delete, multi-machine workflows, and cost control.

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🗓️ Suggested Learning Paths

This workshop is self-paced and modular - pick any topic and go. Here are a few suggested paths based on your goals:

Goal Suggested Topics
🐣 New to Docker Docker 101 → Product Catalog
🤖 Build AI Apps Docker Model Runner → Docker MCP → Docker Agent → Agentic Compose
🔐 Focus on Security Docker 101 → Docker and Security (DHI)
🧠 Multi-Agent Systems Docker Agent → Agentic Compose → Docker MCP
⚡ GPU & Cloud Offload Docker Model Runner → Docker Offload
🔒 Safe AI Execution Docker Model Runner → Sandboxing with Docker