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About

Cortex is the Engineering Operations Platform that enables organizations to continuously improve their operational maturity and reduce developer friction. With centralized visibility, clear ownership, automated Scorecards, and golden paths, we help engineering organizations operate as one. Our customers – from startups to Fortune 100 enterprises – create a culture of engineering excellence, reducing incidents by 30% and improving MTTR by 50%, all while making it easier for developers to focus on building. • Within minutes, determine who owns each service with Cortex’s AI service ownership model across thousands of repositories. • Standardize golden paths using Workflows, enabling teams to scaffold new services & provision infrastructure in minutes. • Consistently uphold best practices and standards across your organization with automated Scorecards and targeted Initiatives. • Make informed, impactful actions based on real-time insights.

About

Massdriver is an internal developer platform and platform orchestrator. Platform teams publish the Terraform, OpenTofu, and Helm they already write to a catalog; developers and AI agents provision from it with policy enforced before every deploy. Self-hosted or managed. Platform and operations teams encode their security, compliance, and cost requirements into pre-approved modules using the IaC tools they already use. Developers and AI agents discover and provision those modules from a central catalog, and policy is checked before anything is created. Built-in secrets management, monitoring, and attribute-based access control cover AWS, Azure, GCP, and Kubernetes. Massdriver generates an ephemeral pipeline per deploy from each module's own tooling, so there are no standing CI/CD pipelines to maintain. Run it self-hosted, on-prem, or in your cloud, or let Massdriver manage it for you.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Engineering leaders, SREs, platform engineers, and teams looking for an EngOps Platform built to drive engineering excellence.

Audience

Enterprise ops/platform teams looking to enable their developers to self-serve infrastructure.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Cortex provides custom pricing packages, available as a SaaS offering.
Free Version Not Supported
Free Trial Supported

Pricing

Free trial
Business: $999/month per 15 seats with private Slack support, built for scaling teams (billed annually).
*Price breaks begin at 60+ seats.

Enterprise: Custom pricing, self-hosted/on prem available, SLAs, and tailored onboarding, perfect for complex organizations.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 4.6 / 5
ease 4.5 / 5
features 4.6 / 5
design 4.4 / 5
support 4.5 / 5

Reviews/Ratings

Overall 5.0 / 5
ease 4.7 / 5
features 4.7 / 5
design 4.3 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • Cortex brings multiple tasks and workflows into one place, which makes it easier to stay organized and manage responsibilities efficiently. The reminder and notification system is especially useful for keeping track of deadlines and ensuring nothing slips through the cracks. It has improved visibility across tasks and collaboration within our IT workflows.
  • Very feature rich, no major gaps in functionality. Easy to find what you're looking for after an initial learning curve.
  • The greatest strength of Cortex is its remarkable ease of use and the speed at which you can gain visibility into your microservices. The UI is clean, and the onboarding process is straightforward, allowing our team to catalog services and track maturity scores without a steep learning curve. It has significantly improved our ability to maintain production standards across the engineering org.
  • I've had a great experience with Cortex! The platform is intuitive, reliable and has noticeably improved our workflow efficiency. The team's attention to detail and responsiveness really stand out. Keep up the excellent work
  • Cortex provided a rich variety of features and continuously innovating to enrich the product further. Amazing team delivering outcomes for businesses

Cons

  • The interface can feel overwhelming at times, especially for new users. There are many features and options, which makes navigation slightly confusing and requires time to get fully comfortable with the platform.
  • UI can sometimes feel a bit cluttered due to so many features being available. Entity searches don't seem well indexed and can take a while, especially at a large company with many entities and services.
  • The primary area for improvement is the API explorer. Currently, it feels a bit clunky and could be much more intuitive. I would love to see a more robust, "Swagger-style" interactive experience that makes discovering and testing endpoints more seamless for our developers.
  • I don't have any feedback that is negative. Feedback to the feedback form - the character limit is tedious.
  • Cortex is moving fast to enrich the experience overall that can lead to feature not being fully matured.

Pros & Cons from Real Users

Pros

  • Massdriver helped us to significantly improve our infrastructure and DevOps processes. We managed to migrate from a simple docker containers setup to a fully fledged Kubernetes clusters with automated deployments and infrastructure analytics. It has enabled our team to deploy various new services within minutes that would have otherwise taken us days to get familiar with. I really like that I can easily see the cost of each service I have provisioned, split by project and deployment environment. This feature has helped us save almost 25% of our monthly cloud costs.
  • 1. User-Friendly Design: Massdriver offers a visual design interface that allows developers to easily design infrastructure and services. 2. Ready to deploy bundles: With just a few clicks, you can deploy anything, which saves a ton of time. 3. Compliance and Security: The platform ensures compliance with best practices and security guardrails, making it a reliable choice for organizations. 4. Cost and Health Monitoring: It provides cost estimation and health monitoring features, enabling developers to manage their systems efficiently.
  • - Easily visualizes the entire cloud structure - Connecting MicroServices and Cloud Components easy with UI based connections - CI/CD integration with their custom actions is super easy to set up - Best Support I have ever seen - Cloud Cost summaries in the Canvas - Built-in best practices and compliance - Clone environments for easy testing and deployment

Cons

  • The team is doing a great job so far at accepting feedback from customers and addresses issues promptly. In my opinion there are a few improvements of the platform UI that can help developers navigate and collaborate when provisioning their infrastructure.
  • Learning Curve: While Massdriver is designed to be user-friendly, there may be a learning curve for developers who are new to infrastructure-as-code modules. PS: The only con I can think of.
  • As it is a product in development not all Azure resources are covered yet, but the team is always eager to include requested features and packages.

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

Cortex
Founded: 2019
United States
www.cortex.io

Company Information

Massdriver
Founded: 2021
United States
www.massdriver.cloud/

Alternatives

Port

Port

Port IO

Alternatives

Categories

Categories

Application Development Features

Access Controls/Permissions Supported
Code Assistance Not Supported
Code Refactoring Not Supported
Collaboration Tools Supported
Compatibility Testing Not Supported
Data Modeling Supported
Debugging Supported
Deployment Management Supported
Graphical User Interface Supported
Mobile Development Not Supported
No-Code Not Supported
Reporting/Analytics Supported
Software Development Supported
Source Control Not Supported
Testing Management Not Supported
Version Control Supported
Web App Development Not Supported

Cloud Cost Management Features

Cost Reduction Optimization Supported
Dashboard Supported
Data Import/Export Not Supported
Data Storage Not Supported
Data Visualization Supported
Resource Usage Reporting Supported
Roles / Permissions Supported
Spend and Cost Reporting Supported

Cloud Management Features

Access Control Supported
Billing & Provisioning Supported
Capacity Analytics Not Supported
Cost Management Supported
Demand Monitoring Not Supported
Multi-Cloud Management Supported
Performance Analytics Not Supported
SLA Management Not Supported
Supply Monitoring Not Supported
Workflow Approval Not Supported

Cloud Security Features

Antivirus Not Supported
Application Security Not Supported
Behavioral Analytics Not Supported
Encryption Supported
Endpoint Management Not Supported
Incident Management Not Supported
Intrusion Detection System Not Supported
Threat Intelligence Not Supported
Two-Factor Authentication Supported
Vulnerability Management Not Supported

DevOps Features

Approval Workflow Not Supported
Dashboard Supported
KPIs Not Supported
Policy Management Supported
Portfolio Management Not Supported
Prioritization Not Supported
Release Management Supported
Timeline Management Supported
Troubleshooting Reports Supported

IT Infrastructure Monitoring Features

Alerts / Notifications Supported
Application Monitoring Supported
Bandwidth Monitoring Not Supported
Capacity Planning Not Supported
Configuration Change Management Supported
Data Movement Monitoring Not Supported
Health Monitoring Supported
Multi-Platform Support Supported
Performance Monitoring Supported
Point-in-Time Visibility Not Supported
Reporting / Analytics Not Supported
Virtual Machine Monitoring Not Supported

IT Management Features

Capacity Monitoring Not Supported
Compliance Management Supported
Event Logs Supported
Hardware Inventory Not Supported
IT Budgeting Supported
License Management Not Supported
Patch Management Not Supported
Remote Access Not Supported
Scheduling Not Supported
Software Inventory Not Supported
User Activity Monitoring Not Supported

Integrations

Amazon Web Services (AWS) Supported
GitHub Supported
GitLab Supported
Kubernetes Supported
AWS Lambda Not Supported
Amazon Elastic Container Service (Amazon ECS) Supported
Backstage Not Supported
BambooHR Supported
Bitbucket Supported
Buildkite Supported
Datadog Supported
Docker Not Supported
Earthly Lunar Supported
Jenkins Supported
New Relic Supported
Okta Supported
OpenTofu Not Supported
Pulumi Not Supported
Rootly Supported
Semgrep Supported

Integrations

Amazon Web Services (AWS) Supported
GitHub Supported
GitLab Supported
Kubernetes Supported
AWS Lambda Supported
Amazon Elastic Container Service (Amazon ECS) Not Supported
Backstage Supported
BambooHR Not Supported
Bitbucket Not Supported
Buildkite Not Supported
Datadog Not Supported
Docker Supported
Earthly Lunar Not Supported
Jenkins Not Supported
New Relic Not Supported
Okta Not Supported
OpenTofu Supported
Pulumi Supported
Rootly Not Supported
Semgrep Not Supported
Claim Cortex and update features and information
Claim Cortex and update features and information
Claim Massdriver and update features and information
Claim Massdriver and update features and information