The fractal project explores hierarchical agent loops and recursive self-organization using Python.
Open source
24 alternativesLoongFlow
LoongFlow provides agent planning, execution, and summary loops with structured experiential memory.
About LoongFlow
LoongFlow is an open-source repository for building agents that use Plan-Execute-Summary loops and structured memory to reuse experience across iterations. It is described for use on software engineering, mathematical, and machine learning tasks.
It includes General-Agent, Math-Agent, and ML-Agent workflows for coding and bug hunting, math algorithm design, and machine learning construction. Installation requires Python 3.12 or higher and a local install from source using uv or conda.
Key features
- Plan-Execute-Summary loop for long-range reasoning tasks
- Structured fusion memory to reuse experience across iterations
- General-Agent for skill-driven coding and bug hunting tasks
- Math-Agent for math algorithm design and iteration
- ML-Agent for machine learning workflow construction
Best for: Developers building Python agents for coding, math, or machine learning tasks.
Good for
- Open-source repository with iteration-based experience reuse
- Provides separate workflows for coding, math, and machine learning tasks
Watch out for
- Requires Python 3.12 or higher
- Must be cloned and installed locally via uv or conda
LoongFlow at a glance
- Category
- AI & Machine Learning › AI Agent Frameworks
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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LoongFlow FAQ
What is required to install LoongFlow?
Python 3.12 or higher, cloning the repository, and installing with uv or conda.
What tasks do the included agents cover?
General coding and bug hunting, math algorithm design, and machine learning workflow construction.
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