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hatch

Agent-readyLocal AIPackage Management

Python projects, env management, and builds from the terminal.

Python projects, env management, and builds from the terminal. Built by Hatch.

Task fit

python projects, env management, and builds from the terminal.

Lane

Set up coding agents, local models, and AI-first terminal workflows.

Operator brief

Use hatch for python projects, env management, and builds from the terminal.

Run `hatch new demo && hatch run test` and see what comes back.

Repository family

Hatch

First trust check

hatch responds locally and is ready for the first real command.

Safe first loop

Install, verify, then run one real command.

Agent capability loop

Install command

$ pipx install hatch

Operator pack

Copy or export the working notes for this CLI before handing it to an agent.

Verify

$ hatch --version

hatch responds locally and is ready for the first real command.

First real command

$ hatch new demo && hatch run test

First steps

  1. 01Install hatch.
  2. 02Run `hatch --version` first.
  3. 03Start with `hatch new demo && hatch run test`.
  4. 04Install the CLI and any required runtime, model, or Python environment.

When to use / hold off when

Best for

python projects, env management, and builds from the terminal.

Use this when

You need packages and builds in both local dev and CI.

Hold off when

You don't work with packages and builds.

Trust and constraints

trusted100/100
Install readyTrusted
JSON outputNo
Non-interactiveYes
CI-friendlyYes

Why operators pick it

  • hatch fits local ai well, especially for python projects, env management, and builds from the terminal.
  • 686 homebrew installs (30d).
  • Easy to automate.

Constraints

  • Output is mostly plain text.

Repository context

Other CLIs in this family

This is the only CLI surfaced from this family right now.

Facts and links

Install withpipx
Homebrew installs (30d)686
GitHub stars7.2K
LicenseMIT
UpdatedFeb 27, 2026