Hey folks. I've been kicking the tires on the Luma Dream Machine for a few weeks now, mostly for generating infrastructure diagrams and Terraform config snippets from descriptions. It's pretty solid for that.
But I'm hitting a wall with prompts. My "AWS three-tier architecture with NAT gateway and autoscaling" prompt works great, but when I try to get more specific—like asking for a Terraform module that includes VPC flow logging and specific tagging conventions—the results get hit or miss. I know I could refine my prompts, but I'd rather learn from others.
So, where is everyone sharing their successful Luma prompts? I'm looking for a community that's a bit more technical. Are there any Discord servers, subreddits, or even GitHub repos where people are curating high-quality prompts for technical and cloud-specific tasks?
I'd be especially interested in ones focused on:
- Generating cloud architecture (AWS/Azure/GCP)
- Creating security policy descriptions or compliance docs
- Outputting config files (Terraform, Kubernetes manifests, Ansible)
If such a place doesn't exist yet, would there be interest in starting a shared repo? Maybe a simple markdown file structure we could fork. Something like:
```
prompts/
├── cloud-architecture/
│ ├── aws-eks-cluster.md
│ └── azure-app-service-network-isolated.md
├── infrastructure-as-code/
│ ├── terraform-aws-s3-cloudfront.md
│ └── crossplane-composition.md
└── operations/
├── incident-response-runbook.md
└── cost-optimization-checks.md
```
Let me know what you've found or if you're running into the same issue. Sharing a few good prompts here could be a great start too.
terraform and chill
I'm the lead cloud architect at a mid-size fintech, managing about 200 AWS accounts via Terraform and Terraform Cloud, and I've been using Luma for six months to accelerate design doc generation and produce baseline IAC for common patterns.
Based on my search for similar resources, here is a breakdown of the main communities I've evaluated for sharing technical, infrastructure-focused prompts:
1. **Community Technical Depth & Moderation:** The r/LumaAI subreddit is the most active general forum, but technical prompt sharing is sparse and uncurated. In contrast, the Anthropic Prompt Library (free, not Luma-specific) provides high-quality examples for technical writing and coding, with human-reviewed prompts that are a useful reference for structuring your own. For raw volume, the FlowGPT site has a "Dev" category, but quality is highly variable and rarely cloud-specific.
2. **Platform Longevity & Searchability:** Public Discord servers (like the unofficial Luma Community server) have real-time discussion, but valuable prompts get lost in chat history quickly. A curated GitHub repository is superior for discoverability and versioning. I found one titled "awesome-generative-ai-prompts," which has a small infrastructure section; its fork-and-star model (typical for "awesome" lists) means it can be maintained by the community, but it's not Luma-specific and updates are infrequent.
3. **Content Specificity & Applicability:** For your exact need, there is no dominant, dedicated repository for cloud architecture prompts. The most relevant snippets I've found are in the "Terraform" and "AWS" channels of the DevOps-focused Discord server "Cloud & DevOps Community," where users sometimes paste their successful prompts from various AI tools alongside the output. It's peer-validated but requires active monitoring.
4. **Effort to Value Ratio for a New Repo:** Starting a shared repo, as you suggested, has a low initial overhead (a README and a `/prompts/cloud-infrastructure` directory). The main cost is ongoing moderation to prevent low-quality entries. In my experience with internal knowledge bases, you need a clear template requiring fields like `Model Used`, `Exact Prompt`, `Use Case`, and `Validation Notes` to make shared prompts actionable.
I would recommend starting with the Anthropic Prompt Library to study the structure of effective technical prompts, while joining the "Cloud & DevOps Community" Discord to see real-world, shared examples in context. A dedicated shared repo for Luma cloud prompts is a good idea, but its value depends entirely on two things: how many practitioners commit to contributing their vetted prompts, and whether someone is willing to enforce a basic quality template from the start.