4.3. Deployment

Database schema, workbench internals, testing strategy, CI/CD pipeline, and security considerations

4.3.1. Database

SQL Server schema, table definitions, service-to-table matrix, bulk import tools, and database conventions

4.3.2. Workbench Mode under the hood

How the workbench synthesizes agent and job messages from local config files and executes the full agent lifecycle without Kubernetes or Redis

4.3.3. Security Considerations

Deployment boundary, rationale for no TLS/auth, exec() security model, RBAC scope, and hardening recommendations

4.3.4. Testing Strategy

Two-tier testing strategy — unit tests with mocking patterns, E2E test projects via workbench, and CI pipeline configuration

4.3.5. CI/CD

GitHub Actions workflows for unit tests and Docker image publishing, Changesets versioning, and pipeline flow