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MLOps engineering subagent v1.0.0

Use this resource to set up MLOps infrastructure, model CI/CD and experiment tracking

New

  • 168 downloads
  • 205 likes
  • 16 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install mlops-platform-subagent

First time: connect the CLI with

npx --yes palatekit@latest login

The mlops-engineer subagent is called to build a reliable ML platform: CI/CD pipelines for models, registry and lineage, experiment tracking, GPU orchestration, security and operational monitoring.

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Updated November 2, 2026

Card for “MLOps engineering subagent”

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • The subagent file (in English): role, checklist and ML platform architecture
  • Rules for versions, experiment tracking and rollbacks

Good fit for

  • A data team with no shared tracking of its experiments
  • A project that must deploy models several times a week

Not for

    Tags

    • mlops
    • ci/cd
    • model registry
    • experiment tracking

    About

    You say

    “Set up experiment tracking and a model registry for our data team.”

    Card for “MLOps engineering subagent”

    Subagent published by VoltAgent under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Copy the file into .claude/agents/ (project) or ~/.claude/agents/ (all your projects)
    2. Ask your agent to set up MLOps infrastructure, model CI/CD and experiment tracking, or call the subagent by name
    3. Review its work

    Content preview

    Files

    • LICENSE1.1 KB
    • mlops-platform-subagent.md6.9 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    VoltAgent
    Source
    github.com/VoltAgent/awesome-claude-code-subagents/blob/f2e2ea7e0202cc05fa2d469fcb2c57fe08603450/categories/05-data-ai/mlops-engineer.md
    Licence
    MIT

    Notice

    « mlops-engineer » (VoltAgent, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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