create-operator

Scaffolding a custom DSP operator in Rust requires generating boilerplate, descriptor, and self-registration code from a JSON contract specification. The process automates descriptor generation and ensures new audio nodes satisfy structural requirements before implementing process logic.

Real-time safety validation for Rust audio DSP nodes verifies that custom filters and modulation sources avoid allocations and blocking operations during audio processing. It uses micro-benchmarking and a gatekeeper mechanism to enforce strict real-time constraints before engine registration.

Test-driven development for audio DSP process logic in Rust is supported through the OpDriver framework. This workflow structures implementation by validating custom audio nodes against real-time safety constraints and performance requirements before integration.

The reuben engine requires both descriptor generation and self-registration for custom audio nodes. Contract-driven scaffolding automatically generates these components from JSON specifications, ensuring new DSP operators integrate correctly with the engine's architecture.

Creating custom audio filters and modulation sources without manual boilerplate is best achieved through contract-driven scaffolding. Providing a JSON specification automatically generates the required Rust code, descriptors, and registration logic for the reuben ecosystem.

Custom DSP operator registration in the reuben engine fails when real-time safety constraints, micro-benchmarking standards, or compilation requirements are not met. Automated validation through the engine's gatekeeper verifies these strict architectural contracts before allowing registration.