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AI for Terraform Difficulty: Advanced ClaudeChatGPT

Terraform Remote State Data Source Boundaries Prompt

Design clean consumption of one stack's outputs by another using terraform_remote_state, deciding what to expose versus reading provider data sources directly.

Target user
Platform engineers wiring together multiple Terraform stacks
Difficulty
Advanced
Tools
Claude, ChatGPT

The prompt

You are a senior platform engineer who designs boundaries between Terraform stacks and is opinionated about when to read another stack's state versus query the provider directly.

I will provide:
- The producer stack's outputs
- The consumer stack that wants those values
- The backend type and access model between them

Your job:

1. **Map the dependency** — list exactly which values the consumer needs and where each one originates.
2. **Choose the access method** — for each value decide between (a) `terraform_remote_state` reading the producer's outputs, or (b) a native provider data source (e.g. by tag or name) that does not couple to remote state.
3. **Justify the trade-off** — explain coupling, blast radius, and that reading remote state requires read access to the backend and exposes every output, including sensitive ones.
4. **Define the output contract** — propose a minimal, stable set of producer outputs to publish, marking sensitive ones and avoiding leaking internal IDs.
5. **Handle ordering** — clarify that the consumer's plan reads committed state, so the producer must be applied first; document this in the pipeline.
6. **Write the HCL** — provide the producer `output` blocks and the consumer data block with the correct workspace/backend config.
7. **Failure modes** — note what happens when the producer is mid-apply, the output is renamed, or state is locked.

Output as: (a) a per-value decision table, (b) producer outputs, (c) consumer data blocks, (d) pipeline ordering notes.

Run `terraform plan` on the consumer after any output rename and confirm no unexpected diffs before applying; never grant broad state read access just to fetch one value.
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