Project-level architecture vs isolated scripts. Build systems, not just snippets.
Feature | ||
|---|---|---|
Scope | Full Project / Application | Individual Workflows / Steps |
State Management | Integrated Data Layer | Data Stores (Key-Value) |
Code Organization | Modules & Shared Libraries | Steps & Components |
Environment | Your Cloud or Ours | SaaS Only (mostly) |
Data Sync | Built-in Sync Engine | Manual Logic |
The advantages of a code-first approach
dataflows is designed to build entire backend systems, not just glue code. Manage data models, APIs, and jobs in one place.
Reuse logic across your entire project easily. Don't copy-paste code steps between different workflows.
dataflows understands your data schema. Pipedream treats data mostly as JSON payloads passing through.
Start building with dataflows today and experience the power of code-first automation.