Pulumi AI Prompts
25 free, production-ready Pulumi AI prompts — copy-paste ready for ChatGPT, Claude, or Cursor. Every prompt ships with fill-in placeholders, a worked example, and production-safety notes, so you get a usable answer on the first try.
- Pulumi Advanced
Pulumi Automation API Programmatic Deployments Prompt
Design a programmatic deployment layer with the Pulumi Automation API — driving stacks from your own code or service — so you can build self-service infra, custom orchestration, and platform APIs without shelling out to the CLI.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi CI/CD Pipeline Design Prompt
Design a Pulumi CI/CD pipeline — preview on PR, gated apply on merge, per-environment promotion — so infrastructure changes are reviewed as diffs and deployed by automation, not laptops.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Component Resource Design Prompt
Design reusable Pulumi ComponentResources with typed inputs, clean outputs, and proper parenting so platform teams ship opinionated building blocks instead of copy-pasted resource soup.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Config & Secrets with ESC Prompt
Design Pulumi configuration and secret handling across stacks — including Pulumi ESC environments — so config is DRY, secrets stay encrypted, and no plaintext credential ever lands in git.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Cost Estimation & Guardrails Prompt
Add cost visibility and guardrails to Pulumi — estimate the spend impact of a change before apply and block cost blowouts in CI — so infrastructure cost is reviewed like any other diff.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Cross-Stack References & Outputs Prompt
Wire Pulumi stacks together with StackReferences and exported outputs so downstream stacks consume upstream infrastructure through a stable contract instead of hardcoded IDs or circular dependencies.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Drift Detection Prompt
Set up Pulumi drift detection with refresh and scheduled checks so out-of-band changes to your infrastructure are caught, triaged, and reconciled before they cause an incident.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Dynamic Providers Design Prompt
Design a Pulumi dynamic provider to manage a resource no existing provider covers — a SaaS API, internal service, or custom lifecycle — with correct create/update/delete and diff semantics.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Import of Existing Resources Prompt
Bring existing cloud resources under Pulumi management with pulumi import — generating code and adopting state — so clickops and legacy infrastructure become IaC without downtime or recreation.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Migrating from Terraform to Pulumi Prompt
Plan a Terraform-to-Pulumi migration — convert with tf2pulumi, adopt existing state, or run both side by side — so you move to real-language IaC without recreating live infrastructure.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Monorepo Layout Prompt
Structure a Pulumi monorepo — projects, shared component packages, and affected-stack CI — so many teams share one repo without slow, fragile, everything-deploys-on-every-commit pipelines.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Multi-Language Patterns Prompt
Choose a Pulumi language and apply idiomatic patterns — handling Output<T>, apply/all, async, and typing — in TypeScript, Python, Go, or C# so programs are readable and correct rather than fighting the SDK.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi CrossGuard Policy-as-Code Prompt
Author Pulumi CrossGuard policy packs that enforce security, tagging, and cost guardrails at preview and deploy time so non-compliant infrastructure is blocked before it exists.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Preview & Diff Review Prompt
Read a Pulumi preview like a code review — distinguishing safe updates from replacements and deletes — so a destructive change is caught in the plan instead of after the apply.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Project & Stack Design Prompt
Lay out a Pulumi project and its stacks — one program, many environments — so config, state, and blast radius are cleanly separated instead of forked per environment.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Provider Credential Injection Prompt
Inject cloud provider credentials into Pulumi securely — OIDC federation, ESC dynamic credentials, and per-environment scoping — so no long-lived cloud key ever sits in config, CI secrets, or a laptop.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Provider Setup & Versioning Prompt
Set up and pin Pulumi providers correctly — plugin versions, SDK versions, and explicit provider instances — so deployments are reproducible and a provider upgrade never surprises you with silent diffs.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi RBAC & Stack Permissions Prompt
Design Pulumi Cloud RBAC — teams, stack permissions, and environment boundaries — so engineers can deploy what they own and nothing else, with prod behind stricter gates than dev.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Refactoring with Aliases Prompt
Refactor a Pulumi program — renaming, re-parenting, and moving resources between components — using aliases so changes update in place instead of destroying and recreating live infrastructure.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Resource Options Review Prompt
Apply Pulumi resource options correctly — dependsOn, protect, ignoreChanges, aliases, deleteBeforeReplace, retainOnDelete — so ordering, protection, and refactors behave exactly as intended instead of causing surprise replacements.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi Secrets Encryption: KMS vs Passphrase Prompt
Choose and configure the Pulumi secrets encryption provider — passphrase, cloud KMS, or Pulumi Cloud — so secret config and state are encrypted with keys your team can rotate and audit.
- Claude
- ChatGPT
Open prompt - Pulumi Advanced
Pulumi State Backend Choice Prompt
Choose and configure a Pulumi state backend — Pulumi Cloud vs self-managed S3/Azure Blob/GCS — with the right secrets provider, locking, and access control so state is durable, private, and team-safe.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Logging & Deployment Observability Prompt
Make Pulumi deployments observable — structured logs, event streaming, update metadata, and diagnostics — so failed or slow applies are debuggable and every change is auditable after the fact.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Teardown Safety Prompt
Tear down Pulumi stacks safely — protecting stateful resources, ordering deletes, and backing up data first — so `pulumi destroy` cleans up ephemeral environments without nuking something irreplaceable.
- Claude
- ChatGPT
Open prompt - Pulumi Intermediate
Pulumi Unit & Integration Testing Prompt
Design a Pulumi test strategy — fast unit tests with mocks plus real integration tests — so component logic and deployed behavior are both verified before infrastructure changes ship.
- Claude
- ChatGPT
Open prompt
About these Pulumi AI prompts
This is a free, curated collection of Pulumi AI prompts for DevOps and platform engineers — prompt templates that turn Claude, ChatGPT, or Cursor into a focused Pulumi assistant. Instead of re-explaining your setup every time, each prompt has fill-in placeholders, a realistic worked example, and explicit safety and back-out notes, so it's safe to use against production Pulumi.
Browse all 25 above, or explore the wider Pulumi prompts and troubleshooting guides, the full DevOps AI prompt library, and run or compare any prompt live in the Prompt Workspace. Hit a production issue instead? Try the free Incident Assistant.