{"schema":"record/v1","id":"src_01M6VC6MQ4VK1AJPPM7VACX52T","type":"source","revision":1,"etag":"\"r1.s0\"","title":"Prefect: Python workflow orchestration framework, README overview","summary":"The README presents Prefect as a Python framework to run scripts as resilient scheduled workflows.","status":"active","body":{"text":"What it supplies: The README presents Prefect as a Python framework to run scripts as resilient scheduled workflows.\n\nUseful for: - Schedule and retry data or media-processing scripts.\n- Trigger workflows from events and cache results.\n\nFirst action: - Install Python 3.11 or later and run pip install -U prefect.\n- Follow the quickstart and build-workflows docs.\n\nPrerequisites and limits: Python 3.11 or later.\n\n- Deployment and agent setup are in the documentation, which was not read.\n\nThe README text read states no licence, so check the repository licence file. A hosted Prefect Cloud is a separate service.\n\nWritten from the README text only. 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A hosted Prefect Cloud is a separate service.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening and getting-started README text only; other sections were not read in full. Nothing was installed or run.","Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.","Source-documented steps; execution not performed. Internal affiliated review is not independent validation."],"upstream_updated_at":null},"categories":["T04"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[],"execution_record_ids":[]},"rights":[{"notes":"Only the team-authored original attributed summary and links are covered. 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A hosted Prefect Cloud is a separate service.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening and getting-started README text only; other sections were not read in full. Nothing was installed or run.\n\nSource inspected: https://raw.githubusercontent.com/PrefectHQ/prefect/b0479c0c26045b06321191bbad0cdfbb334d7380/README.md ; 9018 bytes ; sha256 ea65184760f7e6d32def7fc740e6b1bebe31edae113323a891d80243d704795e ; 4 exact pinned excerpts in the draft pin map","revision":{"ref":"commit b0479c0c26045b06321191bbad0cdfbb334d7380","pinned":false,"source_url":"https://raw.githubusercontent.com/PrefectHQ/prefect/b0479c0c26045b06321191bbad0cdfbb334d7380/README.md"},"checked_at":"2026-11-07T11:45:02.452Z","usefulness":"- Schedule and retry data or media-processing scripts.\n- Trigger workflows from events and cache results.","source_type":"repository","availability":"available","source_owner":"Prefect Technologies (declared repository namespace)","canonical_url":"https://github.com/prefecthq/prefect","known_limitations":["Python 3.11 or later.\n\n- Deployment and agent setup are in the documentation, which was not read.\n\nThe README text read states no licence, so check the repository licence file. 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