What we've recently deployed
New platform features, month by month. For what's brewing next, see the roadmap.
October 2026
2 updatesConnect your AI agent to Cybr Labs
Shipped
Connect your AI agent (Claude, Cursor, VS Code, ChatGPT and other MCP clients) to Cybr Labs from the new AI agents page. Your agent signs in as you, can find labs and their IDs, check deployments and completions, and with your OK enable catalog labs or launch one.

More platform updates
1
- Portal
Getting-started checklist
New organizations now get a getting-started checklist on the dashboard.
September 2026
2 updatesCYBR-004Daily lab launch analytics
Shipped
See how many labs learners launch each day and switch between 30, 90, 180, and 365-day views to track usage over time.

CYBR-002Azure labs
Shipped
Cybr Labs now supports Microsoft Azure labs, with subscription vending, isolation, cost caps, and automatic cleanup for every learner environment.
July 2026
15 updatesCYBR-006Hosted Lab Pages
Shipped
Add 1-Click Deploy Hands-On Labs to any course, even ones where you can't install an SDK or touch the platform backend. The lab runs entirely on our page. You just point learners to it.
Read the full release notes →
CYBR-005Labs Studio - Phase 1
Shipped
The first phase of Labs Studio: built-in lab guides with objectives, step-by-step tasks and knowledge checks, images and architecture diagrams, downloads, and reference links. Authored in the portal, delivered to your platform through the labs API.
Read the full release notes →
CYBR-009Precise estimated lab launch times per lab
Shipped
Launch time used to show as the same range for every lab (30 seconds to 5 minutes). Each lab now shows learners its own estimate, so a lab that usually takes 30 seconds says so.
Read the full release notes →
CYBR-007SDK
Shipped
The embed layer behind Cybr Labs. Provision, isolate, and tear down real cloud environments inside your own product or LMS with a few lines of code.
Read the full release notes →CYBR-001AWS labs
Shipped
The core platform. Real AWS accounts provisioned, isolated, and cleaned up automatically, delivered embedded via the SDK or through Hosted Lab Pages. This is what the private beta runs on today.
Read the full release notes →More platform updates
10
- Security
IP-restricted lab resources
Labs can limit their cloud resources to the launching learner's IP address. Each lab opts in on its own.
- Labs
Secure web app addresses
Labs with a web app open through a public https address on cybrlabs.io that lasts for the lab session.
- Billing
Monthly spending limits
Set a launch spending limit for your organization. Launches pause once it is reached.
- Labs
Staged template updates
Updates to a published lab go through review and only go live on approval. The current version keeps serving launches in the meantime.
- Billing
Self-serve billing
Subscribe to a plan, view usage against your quota, and manage payment methods and invoices from the Billing page.
- API
Org-scoped API keys
Your keys only see and launch your organization's labs plus the shared Cybr catalog.
- Portal
Lab authoring in the portal
Create and manage your organization's labs, submit them for review, and test-launch approved labs as a learner.
- Portal
Usage analytics
Your organization's lab launches today, this week, over the last 30 days, and all time.
- API
API key management
Create, rotate, disable, and archive your organization's keys.
- Portal
The customer portal
An org-scoped dashboard with your labs, deployments, and API clients.
Curious what's coming next? See the roadmap.
Want a closer look?
Request access to the private beta. Early teams get first access to new features and a direct line to the team.
