When dealing with filters in data processing, understanding the relationship between them is crucial. If one filter produces data for another, both must agree on the data structure, which can lead to tight coupling. To maintain independence, implementing transformation logic within the pipes can help, allowing for parallel processing and reducing dependencies between filters.
