VENTUNO
ventuno --world course-world

Course World

in development
EDUCATION · MULTI-TENANT LMS · 1 COMPONENT

A live, multi-tenant video-learning platform reframed as a long-horizon RL world — course operations, enrollments, moderation and learner support with real permissions and persistent state.

// one component

Built on ClassForge.

the platform
ClassForge
multi-service LMS

Courses, enrollments, content moderation, learner support and admin workflows across many tenants — a real product, in production, being packaged as a world.

long-horizonmulti-tenantcontent-moderationpermissions
// tasks
sketched · not yet authored

Course World follows the same lifecycle as FAST World — a Docker/Harbor image, 10–15 tasks with hidden verifiers, and evaluation across open and closed models. Early task families we’re sketching:

enrollment_edge_casesstate_reasoningshort
course_publish_flowcross_servicemedium
content_moderationincident_responsemedium
refund_disputedata_debuggingmedium
progress_tracking_bugstate_reasoninglong
// status — an honest ledger
✓Component liveClassForge is a multi-tenant LMS running in production.
○World image · Docker/HarborWorld packaging not yet started.
○Tasks · 10–15Task families sketched; authoring not yet started.
○Delivery + validationFollows the same Harbor/Docker delivery and licensee validation path once the image and tasks land.

Build agents that can handle the real thing.

Working with foundation-model labs, coding-agent companies, computer-use teams and post-training researchers.