GraphCanon updated 3w · GitHub synced 3w
Decision brief
Prefect is a Python-based workflow orchestration framework designed to create resilient data pipelines. It offers a straightforward approach to building and managing workflows using Python syntax.
Good fit when
- - When your project relies on the latest features in Python, as Prefect supports Python 3.10+
- - For projects that require fine-grained control over tasks and flows, thanks to its use of `flow` and `task` decorators which allows easy separation of concerns within workflows
Avoid when
- - If your team is already deeply invested in another language for scripting or orchestrating data pipelines (for example, if you prefer a non-Python solution), Prefect might not be the right fit
- - For projects where minimal overhead and quick setup are critical, as Prefect's setup requires installing specific dependencies and adhering to its Python-based framework
- Pricing:
- freemium - Prefect is initially available under an open-source license (Apache-2.0), but commercial support options are also provided for users who require additional services or features.
- Requirements:
- Requires Python 3.10+
Observed Jul 12, 2026 · Source: enrich:decision_facts
Verify the decision
Adoption
Package downloads where a registry match exists. GitHub stars (23,541) are secondary evidence.
- Docker Hub pulls (30d)
- 219,295,716·Docker Hub API·3w
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of 3w
- Provenance
- Not a fork · Organization account
- As of 3w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install prefectSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Prefect is a workflow orchestration tool in Python, facilitating the creation and management of data pipelines and automations.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Aug 3, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Aug 3, 2026
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Aug 3, 2026
- Languages
- python
Source: github.language+pyproject.toml · Aug 3, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 3, 2026)
Prefect requires Python 3.10+. To [install the latest version of Prefect](https://docs.prefect.io/v3/get-staSource link
Tags
README
Getting started
Prefect requires Python 3.10+. To install the latest version of Prefect, run one of the following commands:
pip install -U prefect
uv add prefect
Then create and run a Python file that uses Prefect flow and task decorators to orchestrate and observe your workflow - in this case, a simple script that fetches the number of GitHub stars from a repository:
from prefect import flow, task
import httpx
@task(log_prints=True)
def get_stars(repo: str):
url = f"https://api.github.com/repos/{repo}"
count = httpx.get(url).json()["stargazers_count"]
print(f"{repo} has {count} stars!")
@flow(name="GitHub Stars")
def github_stars(repos: list[str]):
for repo in repos:
get_stars(repo)
For agents
This page has a .md twin and JSON over the API.