kitops

Model Serving & MLOps

An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

Go Latest v1.15.0 · 1mo ago Security brief →

Features

Packages AI/ML projects into OCI‑compatible ModelKits for versioning and distribution
Provides tamper‑proof, signable artifacts with SHA‑256 digests and Cosign verification
Integrates with existing container registries and CI/CD pipelines

View all 5 releases →

No immediate action

v1.15.0 Mixed 1mo

ModelPack support + layer options + MCP bundles

Open

No immediate action

v1.14.0 New feature 2mo

Remote dataset support + attestation flag

Open

v1.13.0 New feature 3mo

Notable features

Full changelog

docs: update CLI documentation for v1.12.0 by @kitops-bot[bot] in https://github.com/kitops-ml/kitops/pull/1155
update for agentic by @bmicklea in https://github.com/kitops-ml/kitops/pull/1156
Update dependencies and remove unused axios by @javisperez in https://github.com/kitops-ml/kitops/pull/1153
Bump the go-minor group with 5 updates by @dependabot[bot] in https://github.com/kitops-ml/kitops/pull/1150
Updated KitOps home page to include MCP and Skills packaged as OCI by @Jwilliamsr in https://github.com/kitops-ml/kitops/pull/1157
Bump the go-minor group with 3 updates by @dependabot[bot] in https://github.com/kitops-ml/kitops/pull/1160
Bump docker/login-action from 4.0.0 to 4.1.0 in the actions-minor group by @dependabot[bot] in https://github.com/kitops-ml/kitops/pull/1159
Add --as-skill flag to kit unpack for agent skill installation by @gorkem in https://github.com/kitops-ml/kitops/pull/1158

Full Changelog: https://github.com/kitops-ml/kitops/compare/v1.12.0...v1.13.0

v1.12.0 New feature 3mo

Notable features