End-to-End Automation Pipeline with Prefect + Watchfiles + Taskiq 2026
A complete modern automation stack: detect changes → process async → orchestrate workflow.
High-Level Example
# watchfiles detects new file → triggers Taskiq job → Prefect flow orchestrates
@flow
def process_new_file(file_path: str):
data = extract(file_path)
result = transform(data)
load(result)
Conclusion
This combination represents the state-of-the-art Python automation pipeline in 2026.