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Copy file name to clipboardExpand all lines: content/docs/administration/access-identity/rbac/scopes/org-settings.md
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|`audit_logs:export`| Export audit log data for compliance and analysis purposes. This enables downloading audit records in various formats.<br><br>**Granted by default roles**: `Admin`|
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|`audit_logs:read`| Access and view audit logs of organization activities. This provides visibility into system events and user actions.<br><br>**Granted by default roles**: `Admin`|
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## Copilot
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## AI
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These scopes control access to Pulumi's AI features, including [Pulumi Neo](/docs/ai/).
Copy file name to clipboardExpand all lines: content/docs/deployments/get-started/onboarding-guide/choose-subscription.md
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### Explore the console
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Access the Pulumi Cloud console through the "Sign In" link at [pulumi.com](http://pulumi.com) or go directly to [app.pulumi.com](http://app.pulumi.com). The dashboard provides useful content and links, while the left navigation gives you access to stacks, resources, and settings. Use the search function to find specific resources, and click the sparkle icon to access Pulumi Copilot, your AI assistant.
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Access the Pulumi Cloud console through the "Sign In" link at [pulumi.com](http://pulumi.com) or go directly to [app.pulumi.com](http://app.pulumi.com). The dashboard provides useful content and links, while the left navigation gives you access to stacks, resources, and settings. Use the search function to find specific resources, and click the sparkle icon to access Pulumi Neo, your AI agent.
Copy file name to clipboardExpand all lines: content/docs/deployments/get-started/what-is-it.md
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Pulumi Cloud also offers short-lived stacks in the form of [Review Stacks](/docs/deployments/deployments/review-stacks/) -- ephemeral environments stood up just for the duration of a Pull Request, making verification of changes much more robust and seamless -- as well as [Time-to-Live (TTL) Stacks](/docs/deployments/deployments/ttl/), which ensure that temporary stacks get automatically cleaned up, enabling more productive engineering workflows without the risk of cloud waste.
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[Pulumi Copilot](/docs/ai/copilot/), an AI assistant built into Pulumi Cloud, collaborates with you to solve a variety of challenges you might encounter. That includes assisting you in debugging cloud deployment failures, helping you to write infrastructure as code, and even asking more general questions like "What versions of Kubernetes am I running?", "What is my most expensive, least used resources?", "Who is my most productive teammate?", and more. Pulumi Copilot is even integrated with the Pulumi CLI as well as the Pulumi VSCode Extension so that you can get AI assistance with your local developer experience.
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[Pulumi Neo](/docs/ai/), an AI agent built into Pulumi Cloud, collaborates with you to solve a variety of challenges you might encounter. That includes assisting you in debugging cloud deployment failures, helping you to write infrastructure as code, automating infrastructure tasks, and even asking more general questions like "What versions of Kubernetes am I running?", "What is my most expensive, least used resources?", "Who is my most productive teammate?", and more. Pulumi's AI capabilities are even integrated with the Pulumi CLI as well as the Pulumi VSCode Extension so that you can get AI assistance with your local developer experience.
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### 2/ Automatic Security
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Using Pulumi Cloud, you automatically gain all of the above benefits. This means more time to focus on solving your business challenges, versus undifferentiated DIY heavy lifting.
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We have found that teams who use DIY backends require at least one full time engineer for every 10 end users in their team just to manage the DIY backend and build systems, and to ensure it is secure and scalable. They also have to maintain costly onboarding and training programs for using their custom DIY backend. Certain Pulumi capabilities can be exceedingly costly to replicate, like search, Copilot, fault tolerance, and the various identity integrations like RBAC. And even with all of that, DIY capabilities typically fall far short of what Pulumi Cloud delivers out of the box (for instance, lacking the full history of who changed what and when).
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We have found that teams who use DIY backends require at least one full time engineer for every 10 end users in their team just to manage the DIY backend and build systems, and to ensure it is secure and scalable. They also have to maintain costly onboarding and training programs for using their custom DIY backend. Certain Pulumi capabilities can be exceedingly costly to replicate, like search, AI capabilities, fault tolerance, and the various identity integrations like RBAC. And even with all of that, DIY capabilities typically fall far short of what Pulumi Cloud delivers out of the box (for instance, lacking the full history of who changed what and when).
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To learn more about the hidden costs of going it on your own with a DIY backend, read [this blog post](/blog/hidden-costs-of-infrastructure-management/). To learn more from a team of cloud wizards that ultimately decided to retire their DIY backend in favor of Pulumi Cloud, read [the Starburst case study](/case-studies/starburst/).
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-__Development__: Pulumi's runtime engine allows for immediate feedback (milliseconds) in your IDE during deployment, enabling you to debug and iterate more quickly. In contrast, CDK's reliance on CloudFormation introduces delays (tens of minutes) due to template transpilation and longer error resolution times.
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-__Testing__: Pulumi supports fast, in-memory unit tests that mock external calls, enabling developers to validate infrastructure without deploying it. CDK testing is limited to assertions against synthesized CloudFormation templates, which slows down the feedback loop.
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-__Developer self-service__: Pulumi empowers you to build modern infrastructure platforms that enable developers to self-service cloud infrastructure. You can easily build GUI, CLI, or YAML based developer portals or use the built-in [New Project Wizard](/docs/idp/developer-portals/new-project-wizard/) with customizable organizational templates. In contrast, CDK lacks features specifically designed for building developer platforms.
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-__AI-powered__: [Pulumi Copilot](/docs/ai/copilot/) is an AI-powered assistant that automates any infrastructure management task. It can generate a Pulumi program from a few simple text prompts, and it provides predictive insights to analyze and preempt potential operational issues. CDK doesn't include AI capabilities for generating code or providing operational insights.
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-__AI-powered__: [Pulumi Neo](/docs/ai/) is an AI-powered agent that automates infrastructure management tasks. It can generate a Pulumi program from a few simple text prompts, create pull requests with infrastructure changes, and provides insights to analyze and preempt potential operational issues. CDK doesn't include AI capabilities for generating code or providing operational insights.
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### Security
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## Pulumi vs. CDK: Better Together {#better-together}
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While there are differences and similarities between Pulumi and AWS CDK, they can actually be used together for a more powerful experience in managing infrastructure. The pulumi-cdk library allows CDK code and constructs to be used directly in Pulumi programs, resulting in AWS resources being deployed and managed via Pulumi. Outputs of resources defined in a Pulumi program can be passed into AWS CDK constructs, and outputs from AWS CDK stacks can be used as inputs to other Pulumi resources. This allows CDK users to be able to use their existing constructs and access all the features of Pulumi Cloud (e.g., policy as code, drift detection, Insights and Copilot). See the [Pulumi CDK Adapter documentation](/docs/iac/clouds/aws/guides/cdk/) for more details.
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While there are differences and similarities between Pulumi and AWS CDK, they can actually be used together for a more powerful experience in managing infrastructure. The pulumi-cdk library allows CDK code and constructs to be used directly in Pulumi programs, resulting in AWS resources being deployed and managed via Pulumi. Outputs of resources defined in a Pulumi program can be passed into AWS CDK constructs, and outputs from AWS CDK stacks can be used as inputs to other Pulumi resources. This allows CDK users to be able to use their existing constructs and access all the features of Pulumi Cloud (e.g., policy as code, drift detection, Insights and Neo). See the [Pulumi CDK Adapter documentation](/docs/iac/clouds/aws/guides/cdk/) for more details.
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In addition to CDK interoperability, Pulumi can deploy CloudFormation stacks directly from a Pulumi program. See the [AWS provider documentation](/registry/packages/aws/api-docs/cloudformation/). If you already have CloudFormation resources, Pulumi stacks can reference resources from existing CloudFormation stacks. You can also easily convert CloudFormation templates to Pulumi programs. See the [AWS CloudFormation to Pulumi documention](/docs/iac/adopting-pulumi/migrating-to-pulumi/from-cloudformation/).
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2.**Resource scanning**: Discovery authenticates to your cloud provider using read-only credentials from ESC, then identifies resources, collects metadata, records relationships, and updates the Insights supergraph with the latest state.
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3.**Exploration**: Once scanning completes, explore your infrastructure through [Resource Search](/docs/insights/discovery/search/), which provides powerful filtering, grouping, and natural language queries via [Pulumi Copilot](/docs/ai/copilot/).
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3.**Exploration**: Once scanning completes, explore your infrastructure through [Resource Search](/docs/insights/discovery/search/), which provides powerful filtering, grouping, and natural language queries via [Pulumi Neo](/docs/ai/).
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4.**Import**: Use [Visual Import](/docs/insights/discovery/visual-import/) to convert discovered resources into Pulumi IaC code, bringing unmanaged infrastructure under automated management.
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With Pulumi Copilot and Resource Search, you are able to gain insights and ask questions about your infrastructure that would otherwise be challenging to answer, saving time and providing the critical information needed
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With Pulumi Neo and Resource Search, you are able to gain insights and ask questions about your infrastructure that would otherwise be challenging to answer, saving time and providing the critical information needed
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Insights Account Discovery is free while in public preview, with per-resource pricing for Team, Enterprise and Business Critical tiers coming in Q1 2025.
The Copilot Enhance button enables Pulumi Copilot to take an additional pass over the generated code to improve formatting, provide more meaningful variable names and comments, and add references between selected components if available.
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The Enhance button enables Pulumi Neo to take an additional pass over the generated code to improve formatting, provide more meaningful variable names and comments, and add references between selected components if available.
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