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Node Abstraction Layer for Composable AI Workflows

FlowForge

A config-driven orchestration system for building composable AI workflows, where all node types are defined as JSON and rendered by a single universal controller.

[01]Overview

FlowForge is a data-driven node abstraction layer that eliminates per-node component boilerplate by defining all node types as JSON config rendered through a single universal NodeController.

[02]Challenge

Traditional node-based workflow builders require per-node React components, creating scaling friction as new node types are added and making runtime extensibility difficult.

[03]Solution

Engineered a type-based field registry (registerField/getField) mapping field type strings to React components at runtime, so new field types plug in without touching rendering logic. Dynamic ReactFlow handle generation auto-spawns input handles as users type {{variable}} syntax, parsed via regex diff against prior textarea state.

[04]Impact
  • Zero per-node component boilerplate via universal NodeController
  • Runtime-extensible field registry — new field types require no rendering changes
  • Dynamic handle generation from {{variable}} syntax via regex diff parsing