Release Management

Releases & Deployments

Package your AI systems into versioned releases and deploy them to specific environments. Every release is an immutable snapshot, and every deployment is tracked with full audit history.

Release Lifecycle

Each release is a snapshot of your app at a point in time. Releases move through a well-defined lifecycle from creation to retirement.

Draft

Release is being prepared. Changes can still be added.

Ready

Release is finalized and ready to be deployed.

Active

Currently deployed to one or more environments.

Inactive

Previously active but no longer deployed anywhere.

Archived

Retired. Kept for historical reference only.

Deployment

Deploy releases to specific environments — dev, staging, and production. Each deployment is tracked with who deployed, when, and which release was involved.

Environment Deployment Model
dev
v2.5.0-rc1
deployed 10 min ago
staging
v2.4.0
deployed 2 hours ago
prod
v2.3.1
deployed 3 days ago

Deployment Actions

Three distinct operations for managing what runs in each environment.

Deploy

Push a release to a target environment. The release becomes the active version for that environment.

Rollback

Revert an environment to a previous release. The platform tracks the rollback as a distinct deployment event.

Undeploy

Remove the active release from an environment entirely. The environment goes back to having no deployed release.

Unified Activity Timeline

A single chronological feed showing commits, releases, and deployments together. Three event types with distinct visual treatment so you can track your app's full history at a glance.

Commits — code/config changes
Releases — version milestones
Deployments — environment changes
Commit

Update system prompt for summarizer step

alice - 2 hours ago

Commits represent code and configuration changes tracked by the version control system.

Release

v2.4.0 created

bob - 1 hour ago

Releases are version milestones that snapshot the app at a specific point in time.

Deployed

v2.4.0 deployed to staging

bob - 45 min ago

Deployments push a release to an environment, with color coding by action type.

Rollback

staging rolled back to v2.3.1

carol - 30 min ago

Rollbacks revert to a previous release and appear as orange deployment events.

Undeployed

v2.2.0 removed from dev

dave - 15 min ago

Undeploy events appear in red when a release is removed from an environment.

Release Table

Each release shows its tag, current status, description, the number of endpoints included, and who created it.

Tag
StatusDescription
Endpoints
Creator
v2.4.0ActiveAdd summarizer pipeline with multi-model support5bob
v2.3.1InactiveHotfix: rate limiting on inference endpoint5alice
v2.3.0ArchivedKnowledge layer integration with namespace routing4carol
v2.2.0ArchivedInitial tool execution framework3dave