Features

Programmable Pipelines

Write pipelines in code, not YAML

Reusable Modules

Create, reuse and share frequently-used workflows

Interactive Shell

Iterate faster with familiar Bash-like syntax and autocomplete

LLM Prompting

Build powerful AI agents with Large Language Models

MCP

Easily give AI agents Environments

Caching

Speed up pipelines with built-in intelligent caching

Interactive Debugging

Find and resolve errors quickly

Ephemeral Services

Create services from containers at run-time

Security

Security-first design

Visualization

Visualize pipelines in real-time