Managed Agents now combines YAML-first infrastructure management with direct Bailian AgentStudio resource and runtime operations.
Added
- Managed Agent API commands — added direct list, get, search, version, upload, download, run, pause, archive, event, and diagnostic operations for Agents, Environments, Skills, Vaults, Deployments, Sessions, and Files.
- Scoped YAML-backed resource creation —
agent create,environment create,skill create,vault create,vault credential create, anddeployment createupdateagents.yamland apply only the target resource without unrelated drift blocking the operation. - Agent Skill attachment — Agent creation supports existing custom or official Skill IDs as well as local Skill directories and ZIP archives.
Changed
- Bailian-only Managed Agent CLI —
bl managed-agentnow targets the Bailian provider exclusively; provider-selection flags were removed and configurations containing other providers are rejected. - Runtime mutation confirmation — Deployment run/pause/unpause, Session archive/delete, and File delete operations require explicit high-risk confirmation.
Fixed
- Managed Agent error reporting — Apply and scoped-create failures preserve the underlying provider diagnostic instead of ending with only
Apply failed..
Security
- Credentials are resolved in memory and removed from the process environment; Vault credential declarations reference environment variables without persisting plaintext secrets.