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Docs/Developers/Development Environment & SDK

Development Environment & SDK

Qualify and Release Packages

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A release links a source revision to signed package artifacts, compatible dependencies, evaluations, migration behavior and deployment approvals. Authoring access does not grant deployment rights or access to Production data.

Development

Review source and AI-assisted changes, schema diffs, permissions and interface contributions. Pin dependencies for reproducible evaluation. Use authorized fixtures or appropriately minimized data; Production access is not implied by developer membership.

Testing

Run contract, functional, isolation, adversarial, integration and migration tests. Verify absence of cross-tenant or cross-purpose disclosure, correct abstention, bounded resource use, review routing and failure recovery. Evaluate the complete resolved composition.

Staging

Validate deployment, canary behavior, operational budgets and recovery with the intended runtime profile. Compare requested permissions and schema migrations with the current environment lock. Record approval separately from the package author's identity.

Production

The Enterprise Platform admits the approved signed artifacts and activates the new lock. Record exact package/model/prompt/schema/tool versions with each run. The operations package supplies management views; deterministic policy controls authority.

Recovery

Rollback is permitted only when retained artifacts, dependency compatibility and schema/data state support the previous lock. Irreversible migrations require forward recovery or a separately tested restore plan. Software rollback does not reverse emails, contractual decisions or external-system writes.

Release documentation

Publish package-specific usage, configuration, permissions, dependencies, extension points and migration guidance with the release. Solution manifests reference compatible ranges; installed systems record exact resolutions. Documentation publication and package deployment are separate operations.