Simple, secure, and reproducible packaging for AI/ML projects.

KitOps is an open source DevOps tool that packages and versions your AI/ML model, datasets, code, and configuration into a reproducible artifact called a ModelKit. ModelKits are built on existing standards, ensuring compatibility with the tools your data scientists and developers already use.

• KitOps @ GitHub.

A new model for Nix binary substitutions.

Trustix is a tool that compares build outputs for a given build input across a group of independent providers to establish trust in software binaries.

• Trustix @ GitHub.

Related contents:

• Is NixOS truly reproducible? @ Julien Malka aka luj.

Fast, Declarative, Reproducible and Composable Developer Environments using Nix.

• devenv @ GItHub.

An opinionated guide for developers wanting to get things done with the Nix ecosystem.

The Nix ecosystem is a DevOps toolkit to achieve reproducible development environments.

nix @ GitHub

Reproducible builds are a set of software development practices that create an independently-verifiable path from source to binary code.

Linux OS distribution based on Nix package manager, providing reproducible builds and deployments.

Related content:

• Nix - Death by a thousand cuts @ Jono's Corner.