Changelog lab notes

What we've recently deployed

New platform features, month by month. For what's brewing next, see the roadmap.

October 2026

2 updates

Connect 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.

Connect your AI agent to Cybr Labs announcement

More platform updates

1
  • Getting-started checklist

    New organizations now get a getting-started checklist on the dashboard.

    Portal

September 2026

2 updates

Daily 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.

Daily lab launch analytics announcement

Azure 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 updates

Hosted 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 →Hosted Lab Pages announcement

Labs 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 →Labs Studio - Phase 1 announcement

Precise 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 →Precise estimated lab launch times per lab announcement

SDK

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 →

AWS 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
  • IP-restricted lab resources

    Labs can limit their cloud resources to the launching learner's IP address. Each lab opts in on its own.

    Security
  • Secure web app addresses

    Labs with a web app open through a public https address on cybrlabs.io that lasts for the lab session.

    Labs
  • Monthly spending limits

    Set a launch spending limit for your organization. Launches pause once it is reached.

    Billing
  • 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.

    Labs
  • Self-serve billing

    Subscribe to a plan, view usage against your quota, and manage payment methods and invoices from the Billing page.

    Billing
  • Org-scoped API keys

    Your keys only see and launch your organization's labs plus the shared Cybr catalog.

    API
  • 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.

    Portal
  • API key management

    Create, rotate, disable, and archive your organization's keys.

    API
  • The customer portal

    An org-scoped dashboard with your labs, deployments, and API clients.

    Portal

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.