Alternatives

CICD For Machine Learning alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

CICD For Machine Learning

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

47
Quality
75
Trust
123
Stars
#1

Harness

Similarity 119Trust 92Excellent 100

Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

37K starsJun 15, 2026 pushdevopsGoCI/CD
$ npx skills add harness/harness
#2

Argo Cd

Similarity 119Trust 92Excellent 100

Declarative Continuous Deployment for Kubernetes

23K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add argoproj/argo-cd
#3

Gitleaks

Similarity 118Trust 88Excellent 100

Find secrets with Gitleaks 🔑

28K starsJun 13, 2026 pushdevopsGoCI/CD
$ npx skills add gitleaks/gitleaks
#4

Dagger

Similarity 118Trust 93Excellent 100

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

16K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add dagger/dagger
#5

Onedev

Similarity 118Trust 93Excellent 100

Git Server with CI/CD, Kanban, and Packages. Seamless integration. Unparalleled experience.

15K starsJun 15, 2026 pushdevopsJavaCI/CD
$ npx skills add theonedev/onedev
#6

Concourse

Similarity 117Trust 91Excellent 100

Concourse is a container-based automation system written in Go. It's mostly used for CI/CD.

7.8K starsJun 16, 2026 pushdevopsGoCI/CD
$ npx skills add concourse/concourse
#7

Gocd

Similarity 116Trust 90Excellent 100

GoCD - Continuous Delivery server main repository

7.4K starsJun 15, 2026 pushdevopsJavaCI/CD
$ npx skills add gocd/gocd
#8

Community

Similarity 102Trust 92Excellent 100

Kubernetes community content

13K starsJun 16, 2026 pushdevopsJupyter NotebookKubernetes
$ npx skills add kubernetes/community
#9

Mlops Zoomcamp

Similarity 97Trust 88Excellent 100

Free MLOps course from DataTalks.Club

15K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/mlops-zoomcamp
#10

Jenkins

Similarity 97Trust 92Excellent 100

Jenkins automation server

25K starsJun 20, 2026 pushdevopsJavaDevOps
$ npx skills add jenkinsci/jenkins
#11

Recommenders

Similarity 97Trust 92Excellent 100

Best Practices on Recommendation Systems

22K starsJun 14, 2026 pushdevopsPythonKubernetes
$ npx skills add recommenders-team/recommenders
#12

Sentry

Similarity 97Trust 88Excellent 100

Developer-first error tracking and performance monitoring

44K starsJun 20, 2026 pushdevopsPythonDevOps
$ npx skills add getsentry/sentry
#13

Dokploy

Similarity 97Trust 87Excellent 100

Open Source Alternative to Vercel, Netlify and Heroku.

35K starsJun 17, 2026 pushdevopsTypeScriptDevOps
$ npx skills add Dokploy/dokploy
#14

Task

Similarity 96Trust 93Excellent 100

A fast, cross-platform build tool inspired by Make, designed for modern workflows.

16K starsJun 20, 2026 pushdevopsGoDevOps
$ npx skills add go-task/task
#15

Sops

Similarity 96Trust 88Excellent 100

Simple and flexible tool for managing secrets

22K starsJun 20, 2026 pushdevopsGoDevOps
$ npx skills add getsops/sops
#16

Witr

Similarity 96Trust 88Excellent 100

Why is this running?

18K starsJun 24, 2026 pushdevopsGoDevOps
$ npx skills add pranshuparmar/witr

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep CICD For Machine Learning if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.