# hamilton

Canonical URL: https://doramagic.ai/en/projects/hamilton/

Source repository: https://github.com/apache/hamilton

## What it is

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

## Capability boundary

Portable AI capability asset

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/apache/hamilton, https://github.com/apache/hamilton#readme, Human Manual, Pitfall Log