Currently viewing the AI version
Switch to human version

Docker Enterprise to Mirantis Container Runtime: Operational Intelligence

Executive Summary

Docker Enterprise ($1,125/node/year) was Docker's admission that Docker CE fails in production at scale. Sold to Mirantis in November 2019 due to Docker's inability to monetize enterprise customers. Now operates as Mirantis Container Runtime (MCR) with improved support quality but same pricing model.

Critical Context & Business Reality

Why Docker Enterprise Existed

  • Root Problem: Docker CE fails in production beyond handful of containers
  • Security Gap: Docker CE has zero access controls - unacceptable for compliance
  • Reliability Issues: Docker CE breaks on routine kernel updates with ECONNREFUSED errors
  • Windows Containers: Docker CE broken "every other Tuesday" - MCR actually works consistently

The Acquisition (November 2019)

  • Reason: Docker Inc. admitted they "couldn't figure out how to make money from enterprise customers"
  • Customer Base: 750 enterprise customers paying $5K-$50K+ annually
  • Strategic Shift: Docker focused on Docker Desktop, abandoned enterprise infrastructure

Technical Specifications & Failure Modes

Docker CE vs Enterprise Reality

Component Docker CE (Free) Docker Enterprise/MCR Failure Impact
Scale Limit Handful of containers Production scale UI breaks at 1000+ spans, making distributed debugging impossible
Kernel Updates Random failures post-update Tested compatibility Failed to create endpoint errors, systemd integration breaks
Support Response GitHub issues only 2-4 hours (ProdCare) 3am production failures = solo debugging
Security Compliance None FIPS 140-2, DISA STIG Audit failures, regulatory non-compliance
Windows Containers Broken every other Tuesday Consistent operation Deployment pipeline Russian roulette

Known Critical Issues

MCR 23.0.14 Memory Leak

  • Symptom: containerd integration kills nodes after 72 hours uptime
  • Impact: Requires scheduled node restarts every 3 days
  • Status: Acknowledged by Mirantis (improvement over Docker's denial)

MKE 3.7 → 3.8 Upgrade Failure

  • Trigger: Custom RBAC policies with wildcards in resource names
  • Impact: Half of users lose access during upgrade
  • Timing: Discovered during 3am emergency upgrade
  • Workaround: Remove wildcard RBAC policies before upgrade

Windows Container Upgrades

  • Requirement: Reboot every node during upgrades
  • Planning: Expect extended maintenance windows
  • Reality: Still avoid Windows containers if possible

Cost Analysis & Resource Requirements

Pricing Structure (Current)

  • Base Cost: $1,125/node/year (minimum viable)
  • Support Tiers:
    • LabCare: Cheaper but slow (dev environments)
    • ProdCare: $3K+/node for 24/7 response (production minimum)
    • OpsCare: $5K+/node for managed service (enterprise standard)

Real TCO Comparison

Platform Annual Cost/Node Learning Curve Migration Time Production Readiness
MCR/MKE $1,125-$5,000 Zero (Docker compatible) None from Docker Enterprise Works if you pay enough
OpenShift $3,000+ Steep (OpenShift Way™) 6+ months Production-ready by design
Docker CE $0 Zero N/A Fails at scale, no compliance

Hidden Costs

  • Expertise Requirement: Need engineers familiar with Docker debugging
  • Downtime Risk: Docker CE = 3am solo debugging sessions
  • Compliance Gap: Docker CE fails security audits = project delays
  • Windows Tax: Windows container reliability requires enterprise licensing

Migration Decision Matrix

Stay with Mirantis MCR

Choose When:

  • Already invested in Docker tooling/expertise
  • Need immediate Docker API compatibility
  • Cannot tolerate 6-month migration projects
  • Windows containers are requirement

Risks:

  • Vendor lock-in with smaller company (acquisition/bankruptcy risk)
  • Paying enterprise prices for Docker-level technology
  • Swarm deprecation forces eventual K8s migration

Migrate to OpenShift

Choose When:

  • Need enterprise-grade platform from ground up
  • Have 6+ months for migration project
  • Budget supports $3K+/node pricing
  • Want to eliminate Docker dependencies

Costs:

  • 6-month migration timeline minimum
  • Complete tooling/process overhaul required
  • Steep learning curve for OpenShift patterns
  • Red Hat ecosystem lock-in

Downgrade to Docker CE

Choose When:

  • Development/testing environments only
  • No compliance requirements
  • Have expert Docker debugging skills
  • Can accept production reliability risks

Consequences:

  • No enterprise support when production fails
  • Security audit failures guaranteed
  • Scale limitations become hard constraints
  • Windows containers remain unreliable

Operational Warnings & Workarounds

Critical Production Issues

  1. Docker Hub Rate Limits: Docker CE hits rate limits, breaking builds
  2. Vulnerability Scanning: Docker CE provides zero vulnerability detection
  3. Access Control: Docker CE has no RBAC - anyone can destroy production
  4. Compliance: Docker CE fails FIPS, SOC2, and government requirements

Support Quality Reality

Mirantis Support (Post-Acquisition)

  • Improvement: Actually understands their own product
  • Response Time: 2-4 hours for production issues (ProdCare)
  • Knowledge Base: Engineers can debug Docker networking at 3am
  • Escalation: Honest roadmap - K8s first, Swarm maintenance mode

Docker Support (Historical)

  • Response Pattern: "Have you tried restarting?" followed by K8s suggestions
  • Timeline: 2-3 days for initial response
  • Effectiveness: Useless for production emergencies
  • Knowledge: Often suggested solutions that broke more things

Technology Transition Intelligence

Swarm Deprecation Timeline

  • Official Status: Maintenance mode only
  • Development Focus: 100% Kubernetes
  • Migration Pressure: Will be forced eventually
  • Planning Horizon: Start K8s migration planning now

Container Runtime Evolution

  • Direction: containerd becoming standard
  • Docker Compatibility: Maintained for now
  • Future Risk: Docker API may diverge from standards
  • Hedge Strategy: Begin containerizing with standard OCI tools

Decision Support Framework

Use MCR/MKE When:

  • Currently running Docker Enterprise
  • Need zero-migration transition
  • Windows containers are mandatory
  • Team expertise is Docker-focused
  • Cannot budget 6-month platform migration

Migrate to OpenShift When:

  • Starting new container platform
  • Need enterprise compliance from day one
  • Have budget for proper platform engineering
  • Team can invest in learning OpenShift patterns
  • Want to eliminate Docker dependencies entirely

Risk Mitigation Strategies:

  1. Vendor Lock-in: Maintain exit strategy documentation
  2. Cost Escalation: Budget for 20% annual price increases
  3. Technology Shift: Begin K8s skill development regardless of platform choice
  4. Support Dependency: Maintain internal Docker expertise as backup

Reference URLs for Implementation

Essential Documentation

Cost & Procurement

Alternative Analysis

Historical Context

Useful Links for Further Investigation

Useful Links (And Some You Should Avoid)

LinkDescription
Mirantis StoreThis is the official Mirantis online store where users can purchase licenses and services, often associated with enterprise software pricing.
MCR DocumentationProvides comprehensive and actually readable documentation for Mirantis Container Runtime (MCR), a rare quality for enterprise software platforms.
MKE DocumentationOffers detailed documentation for Mirantis Kubernetes Engine (MKE), which is generally considered an improvement over previous UCP documentation.
Mirantis Support PortalThe official portal for Mirantis customers to access support, submit tickets, and find solutions when encountering issues with their Mirantis products.
Red Hat OpenShiftRed Hat OpenShift is a leading enterprise Kubernetes platform, often considered a robust but more expensive alternative for container orchestration.
Docker CEOfficial documentation for Docker Community Edition (CE), the free version of Docker Engine, which relies on community support for troubleshooting.
Docker Enterprise Migration GuideA guide provided by Mirantis detailing the process of migrating from Docker Enterprise, often seen as an attempt to retain existing customers.
Kubernetes Setup GuideOfficial Kubernetes documentation providing guidance on setting up a production-ready Kubernetes environment, including details on container runtimes.
Docker's Retired Products PageThis page lists Docker's discontinued and retired products, serving as a historical record of abandoned enterprise initiatives and past offerings.
Mirantis Acquisition AnnouncementThe official press release announcing Mirantis' acquisition of Docker Enterprise assets, marking a significant shift in Docker's enterprise strategy.
TechCrunch on Mirantis $100M Run RateA TechCrunch article discussing Mirantis' financial performance, specifically its achievement of a $100 million run rate after acquiring Docker Enterprise assets.
Docker Swarm vs Kubernetes 2024A detailed technical comparison between Docker Swarm and Kubernetes, offering insights into their differences and guidance for potential migration strategies.
How Docker Broke in HalfAn InfoWorld analysis article examining the events and reasons behind the sale of Docker Enterprise, leading to a significant split in Docker's business.
Docker's New Direction Post-MirantisAn official press release from Docker outlining its strategic restructuring and new focus following the acquisition of its enterprise division by Mirantis.
MCR vs Docker CE ComparisonThis comparison details the differences between Mirantis Container Runtime (MCR) and Docker CE, explaining the value proposition and reasons behind enterprise software costs.
CNCF Runtime LandscapeProvides a comprehensive and often overwhelming chart of all available container runtime options within the Cloud Native Computing Foundation ecosystem.
Docker Production Horror StoriesRecounts various challenges and failures encountered when deploying Docker in production environments, highlighting the initial need for enterprise solutions.
Mirantis TrainingOffers official training courses to help users learn how to effectively utilize Mirantis' suite of expensive enterprise software solutions.
Kubernetes the Hard WayA renowned guide by Kelsey Hightower for setting up a Kubernetes cluster from scratch, emphasizing a deep understanding over automated tools.

Related Tools & Recommendations

tool
Recommended

VMware Tanzu - Expensive Kubernetes Platform That Broadcom Is Milking

VMware's attempt to make Kubernetes feel familiar to VMware admins, now with enterprise pricing that'll make your CFO cry and licensing that changes faster than

VMware Tanzu
/tool/vmware-tanzu/overview
67%
tool
Recommended

Google Kubernetes Engine (GKE) - Google's Managed Kubernetes (That Actually Works Most of the Time)

Google runs your Kubernetes clusters so you don't wake up to etcd corruption at 3am. Costs way more than DIY but beats losing your weekend to cluster disasters.

Google Kubernetes Engine (GKE)
/tool/google-kubernetes-engine/overview
60%
tool
Recommended

GKE Security That Actually Stops Attacks

Secure your GKE clusters without the security theater bullshit. Real configs that actually work when attackers hit your production cluster during lunch break.

Google Kubernetes Engine (GKE)
/tool/google-kubernetes-engine/security-best-practices
60%
integration
Recommended

Jenkins + Docker + Kubernetes: How to Deploy Without Breaking Production (Usually)

The Real Guide to CI/CD That Actually Works

Jenkins
/integration/jenkins-docker-kubernetes/enterprise-ci-cd-pipeline
60%
tool
Recommended

Jenkins Production Deployment - From Dev to Bulletproof

integrates with Jenkins

Jenkins
/tool/jenkins/production-deployment
60%
tool
Recommended

Jenkins - The CI/CD Server That Won't Die

integrates with Jenkins

Jenkins
/tool/jenkins/overview
60%
tool
Popular choice

v0 by Vercel - Code Generator That Sometimes Works

Tool that generates React code from descriptions. Works about 60% of the time.

v0 by Vercel
/tool/v0/overview
60%
howto
Popular choice

How to Run LLMs on Your Own Hardware Without Sending Everything to OpenAI

Stop paying per token and start running models like Llama, Mistral, and CodeLlama locally

Ollama
/howto/setup-local-llm-development-environment/complete-setup-guide
55%
tool
Recommended

GitLab CI/CD - The Platform That Does Everything (Usually)

CI/CD, security scanning, and project management in one place - when it works, it's great

GitLab CI/CD
/tool/gitlab-ci-cd/overview
55%
tool
Recommended

GitLab Container Registry

GitLab's container registry that doesn't make you juggle five different sets of credentials like every other registry solution

GitLab Container Registry
/tool/gitlab-container-registry/overview
55%
tool
Recommended

GitLab - The Platform That Promises to Solve All Your DevOps Problems

And might actually deliver, if you can survive the learning curve and random 4am YAML debugging sessions.

GitLab
/tool/gitlab/overview
55%
tool
Recommended

Azure AI Foundry Production Reality Check

Microsoft finally unfucked their scattered AI mess, but get ready to finance another Tesla payment

Microsoft Azure AI
/tool/microsoft-azure-ai/production-deployment
55%
tool
Recommended

Azure - Microsoft's Cloud Platform (The Good, Bad, and Expensive)

integrates with Microsoft Azure

Microsoft Azure
/tool/microsoft-azure/overview
55%
tool
Recommended

Microsoft Azure Stack Edge - The $1000/Month Server You'll Never Own

Microsoft's edge computing box that requires a minimum $717,000 commitment to even try

Microsoft Azure Stack Edge
/tool/microsoft-azure-stack-edge/overview
55%
tool
Recommended

Amazon EKS - Managed Kubernetes That Actually Works

Kubernetes without the 3am etcd debugging nightmares (but you'll pay $73/month for the privilege)

Amazon Elastic Kubernetes Service
/tool/amazon-eks/overview
54%
tool
Recommended

Podman - The Container Tool That Doesn't Need Root

Runs containers without a daemon, perfect for security-conscious teams and CI/CD pipelines

Podman
/tool/podman/overview
54%
compare
Recommended

Docker Desktop vs Podman Desktop vs Rancher Desktop vs OrbStack: What Actually Happens

alternative to Docker Desktop

Docker Desktop
/compare/docker-desktop/podman-desktop/rancher-desktop/orbstack/performance-efficiency-comparison
54%
pricing
Recommended

Docker Business vs Podman Enterprise Pricing - What Changed in 2025

Red Hat gave away enterprise infrastructure while Docker raised prices again

Docker Desktop
/pricing/docker-vs-podman-enterprise/game-changer-analysis
54%
news
Popular choice

Framer Hits $2B Valuation: No-Code Website Builder Raises $100M - August 29, 2025

Amsterdam-based startup takes on Figma with 500K monthly users and $50M ARR

NVIDIA GPUs
/news/2025-08-29/framer-2b-valuation-funding
50%
tool
Recommended

Portainer Business Edition - When Community Edition Gets Too Basic

Stop wrestling with kubectl and Docker CLI - manage containers without wanting to throw your laptop

Portainer Business Edition
/tool/portainer-business-edition/overview
48%

Recommendations combine user behavior, content similarity, research intelligence, and SEO optimization