Top Sites>Ppulumi.com

User-agent: *
# Explicitly opt in to AI training, search indexing, and AI grounding/RAG use.
# Non-standard directive proposed by Cloudflare; honored by crawlers that support it.
# Must sit inside the User-agent group with no preceding blank line (a blank
# line ends a record per RFC 9309).
Content-Signal: ai-train=yes, search=yes, ai-input=yes

# Disallow certain pages that are perceived as soft-404s.
Disallow: /docs/search/$

# Disallow azure-native-v2. See https://github.com/pulumi/pulumi-azure-native/issues/3420 for details.
Disallow: /registry/packages/azure-native-v2

Sitemap: https://www.pulumi.com/sitemap-index.xml

# Pulumi

> Infrastructure as code in real programming languages. Define, deploy, and manage cloud infrastructure on AWS, Azure, Google Cloud, Kubernetes, and 150+ providers using TypeScript, Python, Go, C#, Java, or YAML.

Pulumi is an open source infrastructure as code platform that lets you use familiar programming languages and tools to build, deploy, and manage cloud infrastructure. Pulumi Cloud provides state management, secrets, deployments, and governance for teams.

## For agents

If you are an AI agent or programmatic consumer, start with these endpoints. Each has a copy-pasteable example.

- **Full docs index (JSON)** — hierarchical machine-readable sitemap of every documentation page with titles and nesting. Use this to enumerate or search the full docs surface.

      curl https://www.pulumi.com/docs/llm-sitemap.json

- **Full registry index (JSON)** — index of every provider package, plus per-package sitemaps at `/registry/packages/<name>/llm-sitemap.json`.

      curl https://www.pulumi.com/registry/llm-sitemap.json
      curl https://www.pulumi.com/registry/packages/aws/llm-sitemap.json

- **Markdown content (per page)** — every `/docs/` URL and every `/registry/` URL is available as clean markdown using either of two equivalent mechanisms. For the `.md` URL form, drop the trailing slash from the canonical URL and append `.md` (e.g., `/docs/iac/concepts/resources/` → `/docs/iac/concepts/resources.md`). Exception: `/registry/packages/<name>/api-docs/*` is NOT served as markdown — for resource-level reference, use the **Provider schemas** or **Pre-rendered package docs** endpoints below instead.

      # 1. Accept-header content negotiation (works on every supported page)
      curl -H "Accept: text/markdown" https://www.pulumi.com/docs/iac/concepts/resources/
      curl -H "Accept: text/markdown" https://www.pulumi.com/registry/packages/aws/

      # 2. .md URL suffix (header-free; same content, same cache entry)
      curl https://www.pulumi.com/docs/iac/concepts/resources.md
      curl https://www.pulumi.com/registry/packages/aws.md
      curl https://www.pulumi.com/registry.md

- **Provider schemas (canonical, structured)** — full Pulumi schema for any provider, including resource types, input/output shapes, function signatures, and language-specific type mappings. This is the same artifact `pulumi package get-schema <name>` returns. Use this to verify resource argument names and types before generating Pulumi code instead of guessing.

      curl https://www.pulumi.com/registry/packages/aws/schema.json
      pulumi package get-schema aws

- **Pre-rendered package docs (bundled)** — human-formatted multi-language documentation (TypeScript/Python/Go/C#/Java/YAML) with usage examples, constructor signatures, and property tables. Useful when you need formatted prose rather than raw schema.

      curl https://www.pulumi.com/registry/packages/aws/api-docs/llm-docs.json

## Site overview

This llms.txt covers www.pulumi.com, which includes:

- [Product](https://www.pulumi.com/product/): Pulumi Cloud platform overview and capabilities
- [Pricing](https://www.pulumi.com/pricing/): Plans and pricing for Pulumi Cloud (Individual, Team, Enterprise, Business Critical)
- [Pulumi Registry](https://www.pulumi.com/registry/): Documentation for 150+ cloud providers and components, available at `https://www.pulumi.com/registry/packages/<name>/`
- [Pulumi Neo](https://www.pulumi.com/neo/): Pulumi's AI agent for building and managing cloud infrastructure
- [Blog](https://www.pulumi.com/blog/): Product announcements, technical guides, and engineering posts
- [Tutorials](https://www.pulumi.com/tutorials/): Hands-on tutorials for building cloud infrastructure with Pulumi
- [What is...](https://www.pulumi.com/what-is/): Explainer pages for cloud infrastructure concepts (e.g., infrastructure as code, Kubernetes, serverless)
- [Case Studies](https://www.pulumi.com/case-studies/): Customer stories and use cases
- [Templates](https://www.pulumi.com/templates/): Ready-to-use project templates across clouds and languages
- [Automation API](https://www.pulumi.com/automation/): Program-driven Pulumi for embedding infrastructure as code into applications and platforms
- [Whitepapers](https://www.pulumi.com/whitepapers/): Long-form educational and technical content
- [Community](https://www.pulumi.com/community/): Slack, Discord, GitHub, and other community resources
- [Security](https://www.pulumi.com/security/): Security posture, compliance, and trust information
- [Docs](https://www.pulumi.com/docs/): Technical documentation (detailed sections below)

## Docs sections

### Getting Started
- [Get Started](https://www.pulumi.com/docs/get-started/): Step-by-step guides for creating, deploying, and managing infrastructure with Pulumi on the cloud using your favorite language.

### Infrastructure as Code
- [Infrastructure as Code](https://www.pulumi.com/docs/iac/): Learn how to create, deploy, and manage infrastructure on any cloud using Pulumi's open source infrastructure as code SDK.

### Deployments & Workflows
- [Deployments & Workflows](https://www.pulumi.com/docs/deployments/): Cloud-hosted deployment automation, drift detection, and workflow management for infrastructure as code.

### Secrets & Configuration (ESC)
- [Secrets & Configuration](https://www.pulumi.com/docs/esc/): Learn how to tame secrets sprawl and configuration complexity securely across all your cloud infrastructure and applications.

### Insights & Governance
- [Insights & Governance](https://www.pulumi.com/docs/insights/): Discover, secure, and govern cloud infrastructure with comprehensive visibility and policy enforcement across all your resources.

### Internal Developer Platform
- [Internal Developer Platform](https://www.pulumi.com/docs/idp/): Build self-service infrastructure workflows with reusable components, templates, and golden paths—from Day 0 to Day 2.

### Infrastructure AI
- [Infrastructure AI](https://www.pulumi.com/docs/ai/): Pulumi Neo enables conversational infrastructure management through natural language interactions with purpose-built automation agents.

### Administration
- [Administration](https://www.pulumi.com/docs/administration/): Manage organizations, teams, access control, security, and self-hosted deployments.

### Integrations
- [Integrations](https://www.pulumi.com/docs/integrations/): Integrations connect Pulumi with the clouds, version control systems, and tools you already use.

### Reference
- [Reference](https://www.pulumi.com/docs/reference/): Complete reference documentation for Pulumi CLI, Cloud REST API, language SDKs, and configuration syntax.

### Support
- [Support & Troubleshooting](https://www.pulumi.com/docs/support/): Get help with Pulumi through FAQs, troubleshooting guides, community resources, and support options.

## Optional

### Recent blog posts
- [Policy Packs Can Now Access Pulumi ESC Environments](https://www.pulumi.com/blog/policy-packs-can-now-access-pulumi-esc-environments/): Policy packs can now reference Pulumi ESC environments for secrets and configuration, replacing hardcoded credentials with centralized, secure management.
- [Agent Sprawl Is Here. Your IaC Platform Is the Answer.](https://www.pulumi.com/blog/agent-sprawl-iac-platform-is-the-answer/): Developers are shipping AI agents to production. Your Pulumi platform already supplies the seven things those agents need to be governed.
- [Pulumi Cloud REST API Docs, Now Generated from OpenAPI](https://www.pulumi.com/blog/rest-api-docs-from-openapi/): The Pulumi Cloud REST API reference at /docs/reference/cloud-rest-api/ is now generated directly from the live OpenAPI spec, so it stays in sync with the API.
- [Bitbucket Cloud Meets Pulumi Cloud](https://www.pulumi.com/blog/bitbucket-vcs-integration/): Connect Bitbucket Cloud to Pulumi Cloud for automated deployments on push, pull request previews, review stacks, and AI-powered change summaries.
- [Scan AWS GovCloud and more partitions with Pulumi Insights](https://www.pulumi.com/blog/scan-aws-govcloud-china-with-pulumi-insights/): Pulumi Insights now scans every AWS partition — GovCloud, ISO, European Sovereign, China — alongside Standard commercial.
- [Superpowers, GSD, and GSTACK: Picking the Right Framework for Your Coding Agent](https://www.pulumi.com/blog/claude-code-orchestration-frameworks/): Three frameworks for AI coding agents compared: Superpowers enforces TDD, GSD prevents context rot, and GSTACK adds role-based governance.
- [Introducing Bun as a Runtime for Pulumi](https://www.pulumi.com/blog/introducing-bun-as-a-runtime-for-pulumi/): Pulumi now supports Bun as a runtime for TypeScript programs, giving you faster startup times and a streamlined developer experience alongside Node.js.
- [Automate Azure App Secret Rotation with ESC](https://www.pulumi.com/blog/automate-azure-app-secret-rotation-with-esc/): Learn how to automate Azure app secret rotation using Pulumi ESC to keep your credentials secure and up to date.
- [Introducing the pulumi policy analyze Command for Existing Stacks](https://www.pulumi.com/blog/pulumi-policy-analyze-existing-stacks/): Use the new `pulumi policy analyze` command to run local policy packs against existing stack state, with workflows for developers and AI agents.
- [KubeCon EU 2026 Recap: The Year AI Moved Into Production on Kubernetes](https://www.pulumi.com/blog/kubecon-eu-2026-recap/): Recap of KubeCon EU 2026 in Amsterdam: AI in production on Kubernetes, agentic AI identity, inference routing, and platform engineering.