K8s Prefect Flow Builderv1.0.0

A Prefect flow orchestrates order validation, inventory deduction, and payment processing. Heavy business logic stays in src/core, while src/prefect_flows wraps steps as tasks with deliberate .submit() calls for parallel payment and inventory checks.

Offline batch flow that pulls data from multiple sources, transforms it using core utilities, and loads into a data warehouse. Uses moderate task concurrency via task runners and tag-based limits to avoid overwhelming external APIs.

A flow that validates submitted claims, runs them through fraud detection models (in src/core), and updates claim status. Child flows handle per-item scaling, with error aggregation at the flow boundary to ensure observability.

Prefect flow ingests sensor data from factory floor, processes with core modules, and triggers alerts for anomalies. Deployment config in prefect.yaml defines work pool and concurrency limits to match resource profiles.

An orchestrated workflow to render video assets, applying transcoding and effects using src/core services. Uses .map() for parallel task execution on render nodes, with failure handling per item to continue batch.

Offer the Prefect flow builder as a managed service where clients pay per flow execution or compute time. Revenue scales with customer workload.

Provide expert services to design, build, and optimize Prefect flows for clients, integrating with their existing CI/CD and Kubernetes setups. Revenue from project-based or hourly consulting fees.

Release the core skill as open source, but charge for premium reference implementations, deployment patterns, and dedicated support. Revenue from subscription fees for templates and support.