KitOps

61 posts in KitOps

Managing and Deploying Multiple Model Versions with Jozu and KitOps: A Smarter Way to Scale ML Workflows

Learn how to manage and deploy multiple ML model versions using Jozu and KitOps. This step-by-step tutorial shows you how to package YOLOv5 models as versioned ModelKits, push them to registries, and deploy on Kubernetes with simple YAML configs. Perfect for teams scaling ML workflows.

ai - 6 min read

How to Generate an AI SBOM, and What Tools to Use

AI SBOMs are critical for tracking dependencies, securing AI models, and preventing supply chain attacks. These are the best tools to simplify the process.

KitOps - 10 min read

Streamlining ML Workflows: Integrating KitOps and Amazon SageMaker

A practical guide to combining model packaging and cloud-based ML tools for efficient machine learning operations.

KitOps - 6 min read

Migrating From DVC to KitOps

A technical comparison of DVC and KitOps, with implementation steps for transitioning ML projects to a containerized workflow.

devops - 9 min read

Automating ML Pipeline with ModelKits + GitHub Actions

Learn how ModelKits + GitHub Actions simplify ML pipeline automation.

ai - 6 min read

10 Must-Know Open Source Platform Engineering Tools for AI/ML Workflows

Don’t let complex workflows choke your AI/ML projects. These 10 open source Platform Engineering tools are your ticket to faster, more innovative development.