⚡ Generative AI as a Service

Free MLOps Tools
Built for Engineers

No signup. No paywalls. No sponsored rankings. Just tools that solve real problems ML engineers actually hit — built and tested by someone who hit them too.

4 tools live
100% free
AI-powered recommendations
Zero vendor bias
Live tools
🐳
MLflow Docker Compose Generator
tools/mlflow-docker-compose-generator
● Live

Generate a battle-tested docker-compose.yml for your MLflow tracking server. Pick your database, artifact storage, and port — get production-ready YAML instantly.

MLflow Docker PostgreSQL MinIO AWS S3
→ Launch Tool
🤖
MLOps Platform Picker
tools/mlops-platform-picker
✦ AI-Powered

Answer 3 questions. Get a personalized MLOps stack recommendation with honest reasons why each tool fits your situation — not what's trending, what's right for you. Powered by Claude AI.

Stack Advisor Claude AI MLflow W&B ClearML ZenML
✦ Try the AI Picker
⚡
MLOps Pipeline Generator
tools/mlops-pipeline-generator
● Live

Generate production-ready pipeline configs in one click. GitHub Actions, Docker Compose, Kubeflow, and ZenML — pick your stack, get YAML instantly. No signup, no API key.

GitHub Actions Docker Kubeflow ZenML
→ Launch Tool
📋
Seldon Core Exit Desk
tools/seldon-exit-desk
✦ AI-Powered

Seldon Core now costs $18,000/year to run in production. Get a personalized migration recommendation — KServe, Triton, TorchServe, or BentoML — plus a ready starter Dockerfile and Compose config.

Seldon Migration KServe Triton BentoML
✦ File Your Case
🔍
Model Drift Explainer
tools/model-drift-explainer
Coming Soon

Upload a CSV of your model predictions. AI explains what the drift means, why it's happening, and what to do next — in plain English, not stats jargon.

Monitoring Drift Detection AI Analysis