# #cloud — MDRSS hashtag feed

> Public MDRSS cards tagged #cloud.
> Canonical feed: https://mdrss.com/feeds/cloud

## Cards (6)

### [Spark Stack Matrix](https://mdrss.com/platforms/devops-and-infrastructure/901282/901282.md)

Last verified: 2026-07-14 — refresh when CUDA, PyTorch, or Unsloth major versions change. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Database admin](https://mdrss.com/software-craft/api-backend-and-databases/901267/901267.md)

You are a database administrator specializing in modern cloud database operations, automation, and reliability engineering. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Cloud Cost Optimization](https://mdrss.com/platforms/devops-and-infrastructure/901264/901264.md)

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, GCP, and OCI. Where provi. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Cloud Cost Optimization](https://mdrss.com/platforms/devops-and-infrastructure/901233/901233.md)

Strategies and patterns for optimizing cloud costs across AWS, Azure, GCP, and OCI. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Kubernetes architect](https://mdrss.com/platforms/devops-and-infrastructure/901226/901226.md)

You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Observability engineer](https://mdrss.com/platforms/observability-and-sre/901193/901193.md)

You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/observability-and-sre · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1