| Docker |
Containers: Virtualization To Deliver Software In Packages |
| Kubernetes |
Production-Grade Container Orchestration |
| KEDA |
Kubernetes Event-driven Autoscaling |
| kOps |
Kubernetes Operations |
| Kustomize |
Kubernetes Native Configuration Management |
| Skaffold |
Local Kubernetes Development |
| Helm |
The Package Manager for Kubernetes |
| Prometheus |
Monitoring and Alerting Toolkit |
| Grafana |
Query, Visualize, Alert On And Understand Your Metrics |
| Terraform |
Automate Infrastructure on Any Cloud |
| RabbitMQ |
Message Broker |
| Metabase |
Client Dashboarding |
| ElasticSearch |
Log management: ingest, analysis, and reporting |
| Logstash |
Dynamically ingest, transform, and ship data |
| Kibana |
Visualization tool for ELK |
| W&B |
Experiment Tracking, Dataset Versioning, and Model Management |
| MLFlow |
An open source platform for the ML lifecycle |
| Ray |
Unified Framework for Scaling AI and Python Applications |
| Jenkins |
Automation Server to Support Building, Deploying and Automating Any Project. |
| GitHub Actions |
Automate Software Workflow with CI/CD |
| DVC |
Version Control System for ML Projects |
| Pre-commit |
Managing and Maintaining Multi-Language Pre-commit Hooks. |