GitPedia

Flow like

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

From Rheosoph·Updated June 21, 2026·View on GitHub·

If you can't see it, you can't trust it. A Rust-powered workflow engine that runs on your device — laptop, server, or phone. Fully typed. Fully traceable. Fully yours. The project is written primarily in TypeScript, distributed under the Other license, first published in 2025. Key topics include: agents, ai, apis, automation, data-flow.

Latest release: beta-v0.1.4Flow Like - Beta v0.1.4
May 29, 2026View Changelog →
<p align="center"> <a href="https://flow-like.com"> <img src="apps/desktop/public/app-logo.webp" alt="Flow-Like Logo" width="80" /> </a> </p> <h1 align="center">Flow-Like</h1> <p align="center"> <strong>If you can't see it, you can't trust it.</strong><br/> A Rust-powered workflow engine that runs on your device — laptop, server, or phone.<br/> Fully typed. Fully traceable. Fully yours. </p> <p align="center"> <a href="https://app.codacy.com/gh/Rheosoph/flow-like/dashboard?utm_source=gh&utm_medium=referral"><img src="https://app.codacy.com/project/badge/Grade/244d2db2a84f4e79b64d984639a2b18f" alt="Codacy Badge" /></a> <a href="https://discord.com/invite/mdBA9kMjFJ"><img src="https://img.shields.io/discord/673169081704120334" alt="Discord" /></a> <a href="https://app.fossa.com/projects/custom%2B49014%2Fflow-like?ref=badge_small"><img src="https://app.fossa.com/api/projects/custom%2B49014%2Fflow-like.svg?type=small" alt="FOSSA Status" /></a> <a href="https://flow-like.com"><img src="https://img.shields.io/badge/website-flow--like.com-0a7cff?logo=google-chrome&logoColor=white" alt="Website" /></a> <a href="https://docs.flow-like.com"><img src="https://img.shields.io/badge/docs-docs.flow--like.com-0a7cff?logo=readthedocs&logoColor=white" alt="Docs" /></a> <a href="https://flow-like.com/download"><img src="https://img.shields.io/badge/download-Desktop%20App-28a745?logo=tauri&logoColor=white" alt="Download" /></a> </p> <p align="center"> <a href="https://github.com/Rheosoph/flow-like/stargazers"><strong>⭐ Star on GitHub</strong></a> · <a href="https://docs.flow-like.com"><strong>📖 Docs</strong></a> · <a href="https://discord.com/invite/mdBA9kMjFJ"><strong>💬 Discord</strong></a> · <a href="https://flow-like.com/download"><strong>📥 Download</strong></a> </p>

Flow-Like is a visual workflow automation platform that runs entirely on your hardware. Build workflows with drag-and-drop blocks, run them on your laptop, phone, or server, and get a clear record of where data came from, what changed, and what came out — no cloud dependency, no black boxes, no guesswork.

<p align="center"> <img src="assets/recording.gif" alt="Flow-Like Visual Workflow Studio" width="100%" /> </p>

Why Flow-Like?

You decide where your workflows run. Not us.

Most workflow tools force you into their cloud. Your data leaves your machine, passes through third-party servers, and you're locked into their infrastructure. Offline? Stuck. Want to self-host? Pay enterprise prices.

Flow-Like runs wherever you choose — your laptop, your phone, your private server, or cloud infrastructure you control. Your data stays where you put it. No forced cloud dependency, no vendor lock-in, no "upgrade to enterprise for basic autonomy."

Local-first by default. Cloud-ready when you need it.

Automate on your couch without Wi-Fi. Deploy to your own AWS/GCP/Azure. Run in air-gapped factory networks. Process sensitive data in hospital environments. Your workflows, your infrastructure, your rules.

A Rust engine fast enough to run on a phone

The reason this works is raw performance. Flow-Like's engine is built in Rust — compiled to native code, no garbage collector, no runtime overhead. The same workflow that takes 500ms in a Node.js engine takes 0.6ms in Flow-Like.

MetricFlow-LikeTypical workflow engines
Execution speed~244,000 workflows/sec~200 workflows/sec
Latency per workflow~0.6ms~50-500ms
EngineRust (native compiled)Python / Node.js (interpreted)

That 1000x performance gap means real workflows can run on resource-constrained devices — phones, edge hardware, Raspberry Pis — not just beefy cloud servers. And on powerful machines, it means processing millions of executions without breaking a sweat.

Full visibility into every execution

Most workflow tools show a green checkmark and move on. You're left guessing where data came from and why the result looks the way it does.

Flow-Like workflows are fully typed — they track what data flows where and why. Every input, transformation, and output is recorded with complete lineage and audit trails.

  • Data Origins — See exactly where each value came from: the API response, the file, the user input.
  • Transformations — Every validation, enrichment, and reformatting step is visible and traceable.
  • Clear Contracts — Type-safe input/output definitions catch errors before deployment, not in production.
  • Three Perspectives — Process view for business, Data view for analysts, Execution view for engineers. Same workflow, different lenses.

And everything else

  • AI-Native — Run LLMs locally or in the cloud with guardrails, approval gates, and full execution tracing on every call.
  • White-Label Ready — Embed the editor in your product. Your logo, your colors, your brand. SSO, usage metering, and per-tenant scoping included.
  • Source Available — BSL license, free for the vast majority of users (<2,000 employees and <$300M ARR).

How it compares

FeatureFlow-Liken8nZapier / MakeTemporal
Runs on your device✅ Desktop, phone, edge, server⚠️ Needs a server❌ Cloud only⚠️ Needs infrastructure
Works 100% offline✅ Full capability⚠️ Partial❌ Requires internet✅ Self-hosted
Type safety✅ Fully typed❌ Runtime only❌ None⚠️ Language-level
Data lineage / audit trail✅ Complete❌ Limited❌ None⚠️ Via logging
Performance✅ ~244K/sec (Rust)⚠️ ~200/sec (Node)⚠️ Cloud-limited⚠️ Go-based
Visual builder✅ Full IDE✅ Good✅ Simple❌ Code only
UI builder✅ Built-in❌ None❌ None❌ None
LLM orchestration✅ Built-in + guardrails⚠️ Via nodes⚠️ Via integrations❌ Manual
White-label / embed✅ Full customization❌ Branded❌ Branded❌ No UI
Business process views✅ Process / Data / Execution❌ Single view❌ Single view❌ Code only
LicenseSource Available (BSL)Sustainable UseProprietaryMIT

Quick Start

💻 Desktop App☁️ Web App📱 Mobile App⚙️ From Source
Download NowTry OnlineComing SoonBuild Yourself
macOS · Windows · LinuxAvailable nowiOS · AndroidLatest features

The Ecosystem

🎨 Visual Workflow Studio

A no-code IDE for building workflows. Smart wiring with type-aware pins, inline execution feedback, live validation, and snapshot-based debugging.

<p align="center"> <img src="assets/recording.gif" alt="Visual Studio" width="100%" /> </p>

🧩 900+ Built-in Nodes

APIs & webhooks, databases, file processing (Excel, CSV, PDF), AI models & computer vision, messaging (Slack, Discord, email), IoT, logic & control flow, security & auth — and growing.

→ Explore the Node Catalog

🤖 AI-Powered Workflows

Download and run LLMs, vision models, and embeddings locally or in the cloud. Every AI decision is logged with full context — inputs, outputs, model version, and reasoning trace.

<p align="center"> <img src="https://cdn.flow-like.com/website/SelectYourModel.webp" alt="AI Model Catalog" width="100%" /> </p>

📦 Apps & Templates

Package workflows as shareable applications with built-in storage. Run them offline or in the cloud. Browse the template store or share your own.

<p align="center"> <img src="https://cdn.flow-like.com/website/CreateApp.webp" alt="Create Apps" width="48%" /> <img src="https://cdn.flow-like.com/website/Store.webp" alt="Template Store" width="48%" /> </p>

Who it's for

<table> <tr> <td width="33%" valign="top">

👨‍💻 Developers

  • Runs on any device — laptop, phone, edge, server
  • Type-safe data contracts
  • Custom node SDK (Rust)
  • Git-based version control
  • Source available codebase
</td> <td width="33%" valign="top">

📊 Business & Analysts

  • No-code drag-and-drop builder
  • Process, Data, and Technical views
  • Approval workflows and change tracking
  • Shareable apps and templates
</td> <td width="33%" valign="top">

🏢 IT & Operations

  • RBAC and enterprise governance
  • Complete audit trails
  • Air-gap and offline deployment
  • SSO / OIDC integration
  • Compliance-ready (GDPR, SOC2)
</td> </tr> </table>

Build from Source

bash
# Prerequisites: mise, Rust, Bun, Tauri prerequisites, Protobuf compiler # Full guide: https://docs.flow-like.com/contributing/getting-started/ git clone https://github.com/Rheosoph/flow-like.git cd flow-like mise trust && mise install # install toolchains (Rust, Bun, Node, Python, uv) bun install # install Node packages mise run build:desktop # production build

All dev / build / deploy tasks are defined in the root mise.toml.
Run mise tasks to see every available task, or mise run <task> to execute one:

bash
mise run dev:desktop:mac:arm # dev mode – macOS Apple Silicon mise run dev:web # dev mode – Next.js web app mise run build:desktop # production desktop build mise run fix # auto-fix lint (clippy + fmt + biome) mise run check # run all checks without fixing

💡 Platform-specific hints for macOS, Windows, and Linux are in the docs.


White-Label & Customization

Embed the visual editor in your application, or run the engine headlessly behind the scenes.

  • Themes — Catppuccin, Cosmic Night, Neo-Brutalism, Soft Pop, Doom, or create your own
  • Design Tokens — Map your brand palette with dark/light mode support
  • SSO — OIDC/JWT with scoped secrets per tenant
  • Usage Metering — Per-tenant quotas, event tracking, audit trails
  • SDKs & APIs — Control workflows programmatically

🔌 SDKs

Integrate Flow-Like into your applications with official SDKs:

LanguagePackageInstall
Node.js / TypeScript@flow-like/sdknpm install @flow-like/sdk
Pythonflow-likeuv add flow-like

Both SDKs support workflows, file management, LanceDB, chat completions, embeddings, and optional LangChain integration. → SDK Docs

Perfect for SaaS platforms, internal tools, client portals, and embedded automation.


Contributing

We welcome contributions of all kinds — new nodes, bug fixes, docs, themes, and ideas.

Read CONTRIBUTING.md for setup instructions and guidelines.

Browse good first issue to find a place to start.

Join Discord for questions and discussion.


<details> <summary><strong>📸 Screenshots & Gallery</strong></summary> <br/>

Team & Access Management

<p align="center"> <img src="https://cdn.flow-like.com/website/TeamManagement.webp" alt="Team Management" width="100%" /> </p> <p align="center"> <img src="https://cdn.flow-like.com/website/RightsAndRoles.webp" alt="Rights and Roles" width="100%" /> </p>

Built-in Storage & Search

<p align="center"> <img src="https://cdn.flow-like.com/website/Storage.webp" alt="Storage" width="100%" /> </p>

Files, tables, and hybrid keyword+vector search — right on the canvas. No extra services needed.

</details> <details> <summary><strong>❓ FAQ</strong></summary> <br/>

Is Flow-Like free to use?
Most likely, yes. Flow-Like uses the Business Source License (BSL), which is free if your organization has fewer than 2,000 employees and less than $300M in annual recurring revenue. This covers startups, SMBs, and most enterprises. Read the full license.

Can I run it completely offline?
Yes, 100%. Flow-Like works fully offline on your local machine — ideal for air-gapped networks and secure environments. Switch to online mode anytime to collaborate.

Can I embed it in my product?
Yes. Flow-Like is white-label ready — embed the visual editor, customize the theme to your brand, integrate SSO, or run just the engine headlessly.

What languages can I use?
The visual builder is no-code. For custom nodes, you write Rust. SDKs and REST APIs are available for programmatic control.

Is it production-ready?
Flow-Like is actively developed and used in production. We recommend thorough testing for mission-critical workflows. See the releases page for version stability.

How do I get support?
Discord for quick help, Docs for guides, or GitHub Issues for bugs and features.

</details> <details> <summary><strong>🏗️ Built With</strong></summary> <br/>

Flow-Like stands on the shoulders of incredible open-source projects:

Frontend: React Flow · Radix UI · shadcn/ui · Next.js · Tailwind CSS · Framer Motion

Desktop & Runtime: Tauri · Rust · Tokio · Axum

AI & ML: llama.cpp · Candle · ONNX Runtime

Data: Zustand · TanStack Query · Dexie.js · SeaORM · Zod

Tooling: mise · Bun · Vite · Biome

Thank you to all maintainers and contributors of these projects! 🙏

</details>

📊 Project Stats

<p align="center"> <picture> <img src="https://repobeats.axiom.co/api/embed/6fe5df31b9a96f584f8898beb4457bd8aa3852f1.svg" alt="Repobeats analytics" width="48%" /> </picture> <picture> <img src="https://api.star-history.com/svg?repos=Rheosoph/flow-like&type=Date" alt="Star History" width="48%" /> </picture> </p>
<p align="center"> <a href="https://flow-like.com">Website</a> · <a href="https://docs.flow-like.com">Docs</a> · <a href="https://flow-like.com/download">Download</a> · <a href="https://flow-like.com/blog">Blog</a> </p> <p align="center"> <strong>Made with ❤️ in Munich, Germany</strong><br/> <sub> <a href="./LICENSE">License</a> · <a href="./CODE_OF_CONDUCT.md">Code of Conduct</a> · <a href="./SECURITY.md">Security</a> </sub> </p>

Contributors

Showing top 5 contributors by commit count.

View all contributors on GitHub →

This article is auto-generated from Rheosoph/flow-like via the GitHub API.Last fetched: 6/22/2026