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Deep Infrastructure Research

Agentic Search of Your Infrastructure to Generate Arch Diagrams and More

The best way to understand complex software infrastructure is to find a way to diagram it out to get to a visual representation of the data at hand. Plural AI has all the tools to automate this process in many cases, even across cloud and kubernetes boundaries. In particular, Plural has a few key datasources that enable an agentic diagramming engine:

  1. A constantly refreshing semantic index of your infrastructure generated by our GitOps engine
  2. The ability to reference source code and terraform state when necessary in an agentic process
  3. The ability to live query Kubernetes or your cloud when necessary to fill in needed gaps
Info:

We are also actively working on ebpf network inspection which will improve this source data even more

That enables our AI to draft basic arch diagrams with a simple prompt.

Create An Research Session

Diagram creation is simple and UI-based. Navigate to AI -> Infra Research. You'll have a prompt button to spawn a new research, and from there you'll see a few threads spawn in as the AI is working in the background. The process takes about 1-2 minutes, and is completely headless, so feel free to grab a coffee while its churning. Once done, you'll have a full result looking something like (using the prompt Show me the architecture of the grafana deployment):

This will have:

  1. A complete architecture diagram of the infrastructure tied to your prompt
  2. A text summary of the infrastructure and any other learnings found
  3. A list of notes of what the AI still doesn't seem to understand from its investigation
  4. A list of associated Plural Services and Stacks used as source data for the investigation
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