Deploy once.
Evolve safely.
A lightweight automation tool for building full-stack reactive web apps on a deployed environment. Zebflow is pipeline-first. Every trigger, transformation, and interface is part of a versioned, observable system.
Git-synced by default. Multi-user. Multi-project.
Build and evolve in place
Zebflow allows you to deploy a system once and continue improving it safely.
It combines:
All inside one observable execution model.
Pipeline-First Architecture
Everything runs inside a pipeline.
Triggers
- Webhooks
- Scheduled jobs
- Internal function calls
- WebSocket events
Pipeline Characteristics
- Observable
- Versioned
- Git-synced
- Multi-user ready
UI is not separate from logic.
It is part of the pipeline.
Reactive Web Engine (RWE)
RWE is a specialized node within the pipeline. It focuses on closing the gap between backend state and frontend representation.
This allows you to build interactive web systems directly from pipeline state — without heavy redeploy cycles.
Built for Real-Time Systems
Live fleet monitoring
Deck.gl map + charts
Energy system dashboard
Real-time metrics
AI-assisted workflow editor
Interactive canvas
Real-time multiplayer state
Collaborative demo
Virtual companion
Three.js + VRM
All examples powered by versioned pipelines and the Reactive Web Engine.
Install Zebflow
Choose your environment:
curl -fsSL https://zebflow.com/install.sh | sh
Then initialize and start the development server:
Open your browser and start building.
Core Features
Reactive Development
Frontend and backend evolve together through observable state.
Git-Synced Pipelines
All pipeline changes are versioned and reviewable.
Multi-User & Multi-Project
Built for collaborative environments.
Sandboxed Script Node
Secure Deno runtime for custom logic.
Data-Native Processing
Polars-based workers for high-performance data operations.
Stateful WebSocket Runtime
Real-time interaction for dashboards, control systems, games, and chat.
AI Orchestration
LLM agent nodes, structured reasoning flows, lightweight local models.
Modular Plugin System
Integrated support for Three.js + VRM, Deck.gl, D3.
Simple, Git-friendly files
Use Cases
Full-Stack Reactive Web Apps
Interactive dashboards, admin systems, control interfaces.
Data Engineering
Streaming and batch pipelines with observable state.
IoT & Real-Time Systems
Telemetry, monitoring, automation.
AI Orchestration
Multi-step reasoning pipelines with safe evolution.
Zebflow is built for systems that need to evolve carefully in production environments. It is currently used in real-time transport, energy, and urban computing projects.
Evolve safely.