AI app starters · Rank #12

B

cookiecutter-mlops-package

Grade B: derived only from the two verdicts below. How grades work

Start building and deploying Python packages and Docker images for MLOps tasks.

ActiveDeps unknownFree

Why this verdict

How we check →
  • 6 commits by 1 contributor in the last 90 days (3 in the last 30). receipt ↗
  • Latest release v6.1.1, 6 days ago. receipt ↗

Snapshot: commit c863164 on main, checked 2026-10-19 06:28 UTC. Receipts link to files at this exact commit.

What the README says you get

  • AI
    MLflow SQLite trackingtracking and the model registry use a SQLite database (`sqlite:///mlflow.db`)
  • Deploy
    Multi-stage Docker imagea multi-stage, non-root Docker image
  • Deploy
    GitHub Actions CI/CDGitHub Actions workflows for the gate (`ci.yml`), the release (`cd.yml`
  • Deploy
    Weekly security rescana weekly full-history security rescan (`security.yml`)
  • Deploy
    Local MLflow server`Dockerfile` / `docker-compose.yml`: the production image and a local MLflow server
  • Other
    Unified mise task vocabularymise defines `install`, `format`, `check`, `test`, `build`, and the `all` gate
  • Other
    uv dependency managementuv for dependencies and packaging
  • Other
    Ruff linting and formattingRuff for linting and formatting
  • Other
    ty type checkingty for type checking
  • Other
    Git hooks via lefthooklefthook runs the gate before every commit and push
  • Other
    Automated changeloggit-cliff turns Conventional Commits into a changelog
  • Testing
    Bake-tested generationbakes a real project into a temporary directory and runs that project's own gate
  • Testing
    Coverage-enforced pytest suitethe `pytest` suite, with coverage enforced by `mise run test`

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026ActiveDeps unknown6
Oct 12, 2026ActiveDeps unknown5
Sep 29, 2026SteadyDeps unknown4

Sources

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