Documentation
aimake
The incremental build system for AI pipelines. Skip unchanged steps. Cache embeddings and evals. See cost before you run.
Start here
Structured like Node.js and OpenCV docs — concepts first, then guides, then reference.
Quick start
Install, init a project, and run your first incremental build in minutes.
Core concepts
Artifacts, fingerprints, the DAG, cache hits, and why plans show cost.
CLI reference
Every command — build, plan, explain, registry, schedule, tui, and more.
Python & TypeScript SDKs
Embed aimake in CI scripts and control planes with a stable API.
Compare tools
How aimake relates to Make, DVC, Airflow, Prefect, and MLflow.
Docker & GHCR
Run reproducible builds in CI with the official container image.
Install
pip install aimake aimake init aimake plan aimake build
Requires Python 3.11+. Optional extras: s3, huggingface, wandb, experiments.