Project Introduction
MASFactory is a VibeGraphing-first orchestration framework for multi-agent workflows. It is designed around a structure-first workflow: start from intent, produce a workflow draft quickly, and iteratively converge to runnable, reusable, traceable multi-agent systems.
It unifies workflow design, orchestration, visual preview, and runtime tracing in one path—built for complex, multi-stage, multi-role agentic systems.
Recommended learning path
- Step 1: Run the minimal example in First Code.
- Step 2: Read Declarative vs Imperative to learn two graph authoring styles.
- Step 3: Follow Progressive Tutorials to build a simplified ChatDev in three paradigms (Declarative / Imperative / VibeGraph).
Why Choose MASFactory
- 🎨 VibeGraphing: natural-language driven orchestration: Start from intent, generate a workflow structure draft, and iteratively refine it in a visual environment for faster design and iteration.
- 🧩 Composable graphs: scale from simple to complex: Build workflows as graphs with reusable building blocks. Evolve from small flows to multi-stage, branching, and looping systems without rewriting everything.
- 🔍 Visualization and tracing: Preview topology and inspect runtime behavior to understand what happens and iterate with confidence.
- 🧠 Context protocol adapters: A unified way to organize context from memory, retrieval, and external providers—more controllable, manageable, and traceable for long-running systems.