⚠ This tool appears inactive — no commits in 90+ days. Consider an alternative.
Agent FrameworksOpen Source✦ Free Tier
ControlFlow
Prefect's Python framework for structured, workflow-native AI agents
⭐ 2,800 stars● Health 0 — Low activityApp Infrastructure
About
ControlFlow is an open-source Python framework from the Prefect team that integrates AI agents directly into structured workflows. Tasks are first-class citizens, agents operate within well-defined boundaries, and the system provides full observability and control over AI behavior.
Choose ControlFlow when…
- •already using Prefect for workflow orchestration
- •want deterministic structure around LLM calls
- •need agents integrated into data pipelines
Builder Slot
How does your AI reason and plan?Recommended for most stacks
The framework that structures how your AI thinks, uses tools, and coordinates agents
Dev Tools
Not applicable
App Infra
Recommended
Hybrid
Recommended
Other tools in this slot:
Stack Genome Detection
AIchitect's Genome scanner detects ControlFlow in your project via these signals:
pip packages
controlflowAlternatives to consider (1)
Pricing
✦ Free tier available
Open SourceFree
Badge
Add to your GitHub README
[](https://aichitect.dev/tool/controlflow)Explore the full AI landscape
See how ControlFlow fits into the bigger picture — browse all 207 tools and their relationships.