LeJojo88

Phase	Goal	Primary Focus
Pilot	Single-team experimentation	Local deployment, secret handling
Scale-up	Shared tooling across teams	Central registry, orchestration, and monitoring
Enterprise	Org-wide agent infrastructure	Governance, RBAC, audit controls, policy enforcement

LeJojo88

Phase	Goal	Primary Focus
Pilot	Single-team experimentation	Local deployment, secret handling
Scale-up	Shared tooling across teams	Central registry, orchestration, and monitoring
Enterprise	Org-wide agent infrastructure	Governance, RBAC, audit controls, policy enforcement

LeJojo88

Layer	Responsibility	Example Capabilities	Enterprise Impact
Tool creation & validation	Authoring and testing structured tools	IDE autocompletion, schema generation, local testing	Accelerates development and enforces interface quality
Configuration & registry	Managing tool metadata and discoverability	Namespacing, versioning, search over descriptions	Prevents naming collisions and promotes reuse across teams
Secrets & identity	Handling credentials and access	Vault integration, OAuth2, role-based permissions	Minimizes risk of credential leakage
Deployment & orchestration	Running tools in secure