Development Workflow

Baseline Expectations

• Run lint/tests for changed services before opening a PR.
• Keep changes scoped and reviewable.
• Update tests when behavior changes.

Useful Root Targets

make lint
make test
make format

Service-Specific Loops

• API: make api-serve, make lint-api, make test-api
• Voice server: cd voice/server && cargo test
• Voice engine: cd voice/engine && cargo test
• Studio web: cd studio/web && pnpm lint

Docker Image Publishing

• Multi-arch Docker image publishing runs on GitHub release publish.
• Maintainers can also run the Docker workflow manually (workflow_dispatch).
• Manual dispatch supports selecting a single image (studio-api, voice-server, or studio-web) instead of building all images.