Goal

Provide an SDK foundation for adapters around orchestration systems, ML training and evaluation, batch processing, and request-scoped inference.

Acceptance criteria

• Adapters record observed materializations using OCLP records.
• The SDK remains neither an orchestrator nor a workflow DSL.
• Adapter lifecycle, failure, parameters, inputs, and outputs are documented.
• At least one focused reference adapter and its integration tests establish the extension pattern.