# cerbos.dev > AI-optimized mirror of cerbos.dev containing 3460 pages totalling 2,398,828 words of clean markdown content, structured data, and semantic HTML. Original source: https://cerbos.dev. Last updated: 2026-07-18T09:06:31.362Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Cerbos Game](/content/game/index.html): A game to learn about Cerbos policies (54 words) - [Cerbos: Authorization for Enterprise Software and AI](/content/site-root.html): End-to-end access control for Zero Trust environments and AI systems. Enforce fine grained contextual authorization in every layer of the software you build (5,883 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/index.html): Prototype, test and share Cerbos policies (232 words) - [Cerbos Community #announcements](/content/community/index.html): Cerbos is the open core, language-agnostic, scalable authorization solution that makes user permissions and authorization simple to implement and manage. Cerbos Community #announcements Latest (28,598 words) ## Articles & Blog Posts - [Cerbos-OnlineDPA-07Jul2025.docx](/content/assets/legal/cerbos-data-processing-addendum-20250707-pdf.html) (3,182 words) - [Patterns of Failure in Modern Authorization | Cerbos](/content/blog/authorization-failure-patterns/index.html): Authorization has evolved from simple UNIX permissions to complex distributed systems—and it's easier to get wrong than ever, as recent failures at Facebook, Okta, and Microsoft show. In this article, we'll walk through the history of authorization, break down three high-profile incidents at major tech companies, and share practical patterns to help you avoid becoming the next case-study. (1,835 words) - [What's So Bad About Sidecars, Anyway? | Cerbos](/content/blog/whats-so-bad-about-sidecars-anyway/index.html): Explore the benefits and limitations of using the sidecar design pattern and the specific use cases where it is most appropriate. Learn how to determine whether a sidecar is a suitable choice for a particular scenario, as well as how to implement sidecars to maximize their benefits. (2,271 words) - [How to Avoid Common Authorization Errors for Efficient Access Control | Cerbos](/content/blog/avoid-authorization-errors/index.html): Discover the hidden pitfalls of authorization that could expose your application to serious security risks. Unpack common anti-patterns—like over-permissioning and hardcoded access logic—and explore practical strategies for building safer, more maintainable systems. (1,158 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/what-is-rebac-and-when-should-you-use-it/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Referral program 2026](/content/assets/legal/cerbos-referral-program-20260710-pdf.html) (1,507 words) - [Cerbos-InfraSubprocessors-10Feb2026.docx](/content/assets/legal/cerbos-infrastructure-subprocessor-list-20260212-pdf.html) (378 words) - [Cerbos-Documentation-Editions&UsageLimits-06May2026.docx](/content/assets/legal/cerbos-product-packages-20260506-pdf.html) (483 words) - [Cerbos-InfraSubprocessors-05Nov2023.docx](/content/assets/legal/cerbos-infrastructure-subprocessor-list-20231123-pdf.html) (325 words) - [Cerbos-InfraSubprocessors-13Mar2024.docx](/content/assets/legal/cerbos-infrastructure-subprocessor-list-20240313-pdf.html) (333 words) - [Cerbos-ProductDescription-04Nov2023.docx](/content/assets/legal/cerbos-product-description-cerbos-hub-20231123-pdf.html) (44 words) - [Cerbos-ProductDescription-07Jul2025.docx](/content/assets/legal/cerbos-product-description-cerbos-hub-20250707-pdf.html) (50 words) - [Cerbos-ProductDescription-06May2026.docx](/content/assets/legal/cerbos-product-description-cerbos-hub-20260511-pdf.html) (58 words) - [Authorization Management Platforms: What They Do, How They Work, and Where They Fit | Cerbos](/content/blog/authorization-management-platforms/index.html): Authorization Management Platforms. What an AMP actually does, the PAP, PDP, PEP, PIP and POP architecture, integration modes, and where the category fits alongside IGA, PAM, and access management in the identity stack. (2,637 words) - [From Maps to Bitmaps (and From Bitmaps to Bitmaps) | Cerbos](/content/blog/from-maps-to-bitmaps-and-from-bitmaps-to-bitmaps/index.html): Inside the Cerbos PDP performance rewrite that took authorization decisions from 43.8 µs to 6.6 µs. This post walks through three iterations of the rule table index, why roaring bitmaps weren't the right fit, and how a custom bitmap with a meta layer beat both the previous index and roaring. (2,505 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/identity-threat-detection-and-response-itdr/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Resource definition :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/02_resource-definition-html.html) (600 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/just-in-time-access-to-reduce-privilege-risks/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/pam-access-management-authorization/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/identity-governance-administration-iga/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/how-to-adopt-cerbos/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Variables and constants :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/variables-html.html) (89 words) - [Cerbos Documentation - Editions & Usage Limits](/content/assets/legal/cerbos-product-packages-20250730-pdf.html) (432 words) - [Cerbos-SecurityDocumentation-ProServ-23Nov2023.docx](/content/assets/legal/cerbos-security-privacy-documentation-professional-services-20231123-pdf.html) (1,059 words) - [Legal | Cerbos](/content/legal/product-description/index.html): Central hub for Cerbos legal documents, including the Master Services Agreement, Data Processing Addendum, Trusted Tester Agreement, Terms of Service, Privacy Policy, Trademark Guidelines, SOC 2 Trust Center, and subprocessor list. (37 words) - [Legal | Cerbos](/content/legal/dpa/index.html): Central hub for Cerbos legal documents, including the Master Services Agreement, Data Processing Addendum, Trusted Tester Agreement, Terms of Service, Privacy Policy, Trademark Guidelines, SOC 2 Trust Center, and subprocessor list. (33 words) - [Legal | Subprocessors | Cerbos](/content/legal/subprocessors/index.html): Legal documents for Cerbos, including Terms of Service, Privacy Policy and Cookie Policy. (33 words) - [Legal | Cerbos](/content/legal/product-packages/index.html): Central hub for Cerbos legal documents, including the Master Services Agreement, Data Processing Addendum, Trusted Tester Agreement, Terms of Service, Privacy Policy, Trademark Guidelines, SOC 2 Trust Center, and subprocessor list. (35 words) - [Cerbos-SecurityDocumentation-05Nov2023.docx](/content/assets/legal/cerbos-security-privacy-documentation-cerbos-hub-20231123-pdf.html) (848 words) - [Legal | Referral Program | Cerbos](/content/legal/referral-program/index.html): Legal documents for Cerbos, including Terms of Service, Privacy Policy and Cookie Policy. (31 words) - [Cerbos-ChangeLog-11May2026](/content/assets/legal/cerbos-change-log-20260511-pdf.html) (69 words) - [What Is Admin-Time / Static Authorization? | Cerbos](/content/blog/admin-time-authorization-static-authorization/index.html): This article will explain what admin time authorization is, why it matters for software architects and developers, and how it contrasts with dynamic, run-time checks. We’ll also touch on real-world scenarios to illustrate the concept, and briefly discuss how newer solutions tie these models together for better security and compliance. (4,322 words) - [The Privilege Creep Time Bomb: Why Timely Access Review Is Critical for Security Leaders | Cerbos](/content/blog/privilege-creep-time-bomb-why-timely-access-review-is-critical.html): Privilege creep silently expands access beyond what users need, creating hidden security and compliance risks. Learn how entitlement drift happens, why it’s dangerous, and how to fix it using least privilege, regular access reviews, and dynamic authorization controls to reduce attack surface. (4,035 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-32-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-50-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-48-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-37-0/releases/v0-13-0/migration/index.html) (419 words) - [Cerbos v0.37.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-37-0.html) (475 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-43-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-40-0/releases/v0-13-0/migration/index.html) (419 words) - [Cerbos v0.37.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-49-0/releases/v0-37-0.html) (475 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-52-0/releases/v0-13-0/migration/index.html) (419 words) - [Cerbos v0.37.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-43-0/releases/v0-37-0.html) (476 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-33-0/releases/v0-13-0/migration/index.html) (419 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-36-0/releases/v0-13-0/migration/index.html) (419 words) - [Cerbos v0.37.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-38-1/releases/v0-37-0.html) (471 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-49-0/releases/v0-13-0/migration/index.html) (419 words) - [The Case Against Token-Based Authorization | Cerbos](/content/blog/the-case-against-token-based-authorization/index.html): The latest version of Cerbos has been released with the focus of providing a smart mechanism to pass authorization logicdown into your data storage layer, improvements to the cerbosctl, and a couple of enhancements to schema and test dataAuthorization aware data fetching... (1,581 words) - [Migrating from Cerbos 0.12.0 to 0.13.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-51-0/releases/v0-13-0/migration/index.html) (419 words) - [Adding conditions :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/05_adding-conditions-html.html) (675 words) - [Overcoming IAM Blind Spots and Fragmentation for Continuous Governance | Cerbos](/content/blog/overcoming-iam-blind-spots-and-fragmentation-for-continuous-governance.html): Fragmented IAM creates blind spots, audit chaos, and hidden security risk. Learn why identity sprawl undermines compliance and how continuous governance, policy-as-code, and real-time visibility help CISOs stay audit-ready and reduce identity-related breaches. (2,969 words) - [api/v0-47-0/cerbos/policy/v1/testfixture/auxdata-schema-json.html](/content/api/v0-47-0/cerbos/policy/v1/testfixture/auxdata-schema-json.html) (60 words) - [api/v0-47-0/cerbos/policy/v1/testfixture/resources-schema-json.html](/content/api/v0-47-0/cerbos/policy/v1/testfixture/resources-schema-json.html) (140 words) - [api/v0-47-0/cerbos/policy/v1/testfixture/principals-schema-json.html](/content/api/v0-47-0/cerbos/policy/v1/testfixture/principals-schema-json.html) (149 words) - [api/v0-47-0/cerbos/policy/v1/policy-schema-json.html](/content/api/v0-47-0/cerbos/policy/v1/policy-schema-json.html) (1,150 words) - [Authorization Without the OPA Tax: Talk to an Engineer | Cerbos](/content/authorization-without-opa-tax-workshop-cerbos/index.html): Cerbos delivers enterprise-grade authorization without the OPA tax. Join a free workshop with a Cerbos engineer to see how you can achieve secure, scalable authorization with Cerbos. (383 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/policies/derived-5froles-html.html) (76 words) - [Audit log collection :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/audit-log-collection-html.html) (1,338 words) - [Engine block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/engine-html.html) (430 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/3xtsl68e65282ihafmhki7b8p8t6ntt5/index.html): Prototype, test and share Cerbos policies (164 words) - [What Is a Runtime Authorization Platform | Cerbos](/content/blog/what-is-a-runtime-authorization-platform/index.html): Runtime Authorization Platforms explained. What runtime authorization actually means, how it differs from admin-time and event-time controls, why attacks land on the runtime layer, and what separates a real runtime platform from a policy engine. Covers architecture, deployment shapes, AuthZEN, and continuous evaluation. (2,536 words) - [Authorization Challenges in a Multitenant System | Cerbos](/content/blog/authorization-challenges-in-a-multitenant-system/index.html): Learn about the authorization problems that multitenancy creates. It’s important to understand these before you start building your system, so you can anticipate potential weaknesses and build adequate protections to address them. (1,700 words) - [What Is Run-Time Authorization? | Cerbos](/content/blog/run-time-authorization/index.html): Explore what run-time authorization is, how it compares to admin-time models, and when it makes sense to use each. You’ll learn how run-time checks work, why they matter, and how they help strike a balance between flexibility, security, and control. We'll also touch on tools and design patterns that make dynamic access decisions practical to implement. (3,690 words) - [How to Implement Resource-Based Authorization | Cerbos](/content/blog/how-to-implement-resource-based-authorization/index.html): Learn how to implement resource-based authorization for fine-grained, contextual access control. Compare it to role-based and attribute-based models, explore real-world use cases, such as in microservices and multi-tenant SaaS applications. (2,990 words) - [A Shared Authorization Layer That Adapts to Context | Cerbos](/content/blog/shared-authorization-layer-that-adapts-to-context/index.html): A shared, context-aware authorization layer prevents policy sprawl, ensures consistent decisions across services, and improves auditability. Learn how externalized, runtime authorization with Cerbos centralizes policy while keeping enforcement local, fast, and reliable. (609 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/features-benefits-and-use-cases/audit-and-compliance/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [What Are User Permissions? | Find Out Here | Cerbos](/content/blog/what-are-user-permissions/index.html): User permissions are rights and privileges assigned to users of a system that determine what the user can see and do. Read this article for more information. (358 words) - [The Hidden Costs of User Authorization | Cerbos](/content/blog/the-hidden-costs-of-user-authorization/index.html): Authentication and authorization are the two central pillars of security of any application. Authentication is the identification of valid users and authorization is the process of determining what those users are allowed to do. User authorization plays a crucial role in securing access to your a... (1,650 words) - [How to Pick the Right Inter-Service Communication Pattern for Your Microservices | Cerbos](/content/blog/inter-service-communication-microservices/index.html): Learn how to pick the right inter-service communication pattern for your microservices. Discover the role of communication protocols and patterns in microservices for efficient inter-service data exchange that offers seamless functionality for end-users. (1,637 words) - [On-premises deployment :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/on-premises-html.html) (149 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/updated-cerbos-hub-complete-authorization-solution-for-your-identity-fabrics.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Authorize on the Edge With Cerbos Hub and Embedded PDP Bundles | Cerbos](/content/blog/authorize-on-the-edge-with-cerbos-hub-and-embedded-pdp-bundles.html): This post focuses on Embedded PDPs, a feature essential for managing authorization in distributed applications. We explore how Embedded PDPs can be utilized within Cerbos Hub to streamline and optimize authorization at the edge. (891 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/shared-authorization-layer-context/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos Hub Is Now Available On-Premise | Cerbos](/content/blog/cerbos-hub-now-available-on-premise/index.html): Cerbos Hub is now available self hosted and on premise, enabling centralized, auditable authorization for regulated, air-gapped, and private environments without relying on cloud-based control planes. (465 words) - [How Does Authorization Work? | Cerbos](/content/blog/how-does-authorization-work/index.html): How does authorization work? Read this article to learn about roles & permissions, the relationship between user & resource and more. (482 words) - [OpenID AuthZEN Is Official, and Cerbos Is Ready | Cerbos](/content/blog/openid-authzen-is-official-cerbos-is-ready/index.html): AuthZEN is now ratified. Learn how this new OpenID standard brings interoperable, fine-grained authorization to modern systems, how it complements OAuth and OIDC, and how Cerbos supports AuthZEN for scalable, externalized authorization. (523 words) - [Shared Variables, Globals, Scope Updates and More - Cerbos V0.29 | Cerbos](/content/blog/shared-variables-globals-scope-updates-and-more-cerbos-v029.html): The v0.29 release of Cerbos is packed with new features such as shared variables, support for globals, updates to scopes and more. (344 words) - [Broken Access Control Is the #1 Issue in OWASP 2021 Top 10 | Cerbos](/content/blog/broken-access-control-is-the-1-issue-in-owasp-2021-top-10.html): The Open Web Application Security Project (OWASP) is a nonprofit foundation that works to improve the security of software. Many will be familiar with the OWASP Top 10 which is published every few years and is used as the standard for evaluating the security of web applications. The 2021 T... (448 words) - [Supercharging Your Policy Rules With Self-Service Custom Roles | Cerbos](/content/blog/supercharging-your-policy-rules-with-self-service-custom-roles.html): Managing self-service custom roles, with static attributes, or dynamic updates (984 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/kqemgc776319f7a31gmflftfup8dvzs8/index.html): Prototype, test and share Cerbos policies (260 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/7qjrzscszn632c6bd8fvl2xdc2boc9da/index.html): Prototype, test and share Cerbos policies (213 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/8f4ayjvbyoe7h632a247d6nsibtfdgwd/index.html): Prototype, test and share Cerbos policies (206 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/url7zeea63d943b1sulsymysrspiuvx8/index.html): Prototype, test and share Cerbos policies (226 words) - [Cerbos-OnlineMSA-07Jul2025.docx](/content/assets/legal/cerbos-master-services-agreement-20250707-pdf.html) (8,797 words) - [Implementing Cerbos in a Multi-Tenant System | Cerbos](/content/blog/implementing-cerbos-in-a-multitenant-system/index.html): Learn how to implement a simple multi-tenant application with policy-based access control using Cerbos. (2,183 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points-embedded-html.html) (76 words) - [The Differences Between Authentication and Authorization in Software Development | Cerbos](/content/blog/the-differences-between-authentication-and-authorization-in-software-development.html): Understand the differences between authentication and authorization, the various methods that can be used to implement them, and how they work together to verify users’ identity and control which resources, data, or functionality each user can access. (1,865 words) - [Get Started With Cerbos Hub | Cerbos](/content/blog/get-started-with-cerbos-hub/index.html): While Cerbos PDP enables you to make decisions against your access control policies, Cerbos Hub helps you manage and synchronize PDP instances across all your apps and services, increasing security through consistency in policies everywhere, and saving you hours of time. (1,277 words) - [What the Heck Is a Principal? | Cerbos](/content/blog/what-the-heck-is-a-principal/index.html): And why we built Cerbos the way we did. (968 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/recipes/orm/sqlalchemy/index.html) (76 words) - [The Rise of Embeddable PDPs in Modern Architectures | Cerbos](/content/news/rise-of-embeddable-pdps-in-architectures/index.html): Explore the benefits and considerations of using embeddable Policy Decision Points (PDPs) for authorization. Learn how they offer low-latency decisions, edge deployment capabilities, and improved scalability, while also understanding potential challenges like policy synchronization and update management. (1,015 words) - [Linen Community](/content/community/c/default/index.html) (14 words) - [Linen Community](/content/community/c/index.html) (14 words) - [Best practices and recipes :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/best_practices-html.html) (948 words) - [Linen Community](/content/community/c/bundle/index.html) (14 words) - [Agent Skill for Writing Authorization Policies in Claude Code | Cerbos](/content/blog/agent-skill-for-writing-authorization-policies-in-claude-code.html): Claude Code lets engineers draft authorization policies in plain English, right in the terminal. This guide covers installing the policy skill through the plugin marketplace, invoking it with /cerbos-policy, what a session looks like, validating against the real Cerbos compiler in Docker, and where human review still matters. (1,084 words) - [Agent Skill for Writing Authorization Policies in Claude Desktop | Cerbos](/content/blog/agent-skill-for-writing-authorization-policies-in-claude-desktop.html): Claude Desktop lets product, security, and engineering leads draft Cerbos authorization policies in plain English without writing YAML. This guide walks through installing the Cerbos policy skill, connecting your specs via MCP, validating against the real compiler, and producing a complete policy bundle ready for review and PR. (1,027 words) - [Cerbos Cloud Launch & Cerbos Secures $7.5 Million Extended Seed Funding | Cerbos](/content/blog/cerbos-cloud-launch-cerbos-secures-7-5-million-extended-seed-funding.html): We would like to extend our heartfelt gratitude to all of our supporters, community, users, and investors who have believed in our mission and have contributed to our success. (350 words) - [Cerbos Downloads](/content/api/v1/index.html) (3 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/lxjgi62fb63c1qypyuzhsyrk3ctmcrx5/index.html): Prototype, test and share Cerbos policies (264 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/trvallgulg62a94ec4via7reqviloiha/index.html): Prototype, test and share Cerbos policies (253 words) - [Install from Helm chart :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/installation/helm/index.html) (921 words) - [Deploy Cerbos to Cloud platforms :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-52-0/deployment/cloud-platforms/index.html) (1,727 words) - [Deploy Cerbos to Serverless/FaaS environments :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-52-0/deployment/serverless-faas/index.html) (682 words) - [Cerbos v0.20.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-52-0/releases/v0-20-0.html) (840 words) - 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It's also a user experience feature. When you implement fine-grained access control, you can slice and dice packages of resources for a wider variety of user types in your application, allowing for better internal workflows and less risk of user error leading to breaches. The result is often a product that has better user experience, better customer adoption, and is more responsive to user demands. (787 words) - [cerbos :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/cli/cerbos/index.html) (1,266 words) - [How to Add Global Authorization for Python Microservices | Cerbos](/content/blog/how-to-add-global-authorization-for-python-microservices.html): Microservices-oriented architecture has evolved from a buzzword to standard architecture practice for building large-scale applications. Applications are designed as blocks of independently deployable services and communicate with each other via lightweight mechanisms. 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Includes derived roles, attribute conditions, time-based rules, and a built-in test framework to verify each policy before production. (3,228 words) - [Cerbos v0.25.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-25-0.html) (427 words) - [Glossary of Cerbos terms :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/glossary/index.html) (606 words) - [Transition to OpenTelemetry, Enhanced Policy Testing, and More - Cerbos V0.32 | Cerbos](/content/blog/transition-to-open-telemetry-enhanced-policy-testing-and-more-cerbos-v-0-32.html): The v0.32 release of Cerbos is packed with new features such as flexible policy testing, support for derived roles inspection, TLS certificate rotation automation, and more. 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Get started with Cerbos today. (18 words) - [What Is IAM - Identity and Access Management? | Cerbos](/content/blog/iam-identity-and-access-management/index.html): Learn what modern Identity and Access Management (IAM) looks like. You’ll learn what IAM is, what the components are, and how they intersect to support different security needs. By the end, you'll know how to choose and implement access management practices that safeguard systems, without compromising on user experience. (681 words) - [Cerbos v0.23.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-23-1.html) (108 words) - [Deploy Cerbos as a service :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/deployment/k8s-service/index.html) (56 words) - [Derived roles :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/tutorial/06_derived-roles/index.html) (310 words) - [Cerbos v0.19.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-19-1.html) (48 words) - [Run from container :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/installation/container/index.html) (165 words) - [Principal policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/tutorial/07_principal-policies/index.html) (182 words) - [Deploy Cerbos as a systemd service :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/deployment/systemd/index.html) (94 words) - [Cerbos CLI :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/cli/index.html) (59 words) - [Storage block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/storage-html.html) (2,548 words) - [Deploy Cerbos to Serverless/FaaS environments :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/deployment/serverless-faas/index.html) (85 words) - [Schema block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/configuration/schema/index.html) (75 words) - [Integrating Cerbos :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/tutorial/09_integrating-cerbos/index.html) (74 words) - [Fine Grained Access Control: What It Actually Takes to Get It Right | Cerbos](/content/blog/fine-grained-access-control-get-it-right/index.html): Fine grained access control lets you authorize based on user attributes, resource ownership, and context instead of broad roles. This guide covers RBAC, ABAC, ReBAC, PBAC models, embedded vs. externalized authorization, real policy examples, and practical implementation patterns for engineering teams. (2,529 words) - [Tutorial :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/tutorial/00_intro/index.html) (131 words) - [AuxData block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/auxdata-html.html) (579 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/ebooks-webinars/building-a-scalable-authorization-system-a-step-by-step-blueprint.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Derived roles :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/06_derived-roles-html.html) (324 words) - [Comparing User Permissions Strategies | Cerbos](/content/blog/comparing-microservice-permissions-strategies/index.html): Microservices architectures are the dominant force in today’s software engineering realm. This infrastructure approach—despite its multiple benefits—has created quite a tangled management web. IBM has corroborated this, sharing that applica... (2,360 words) - [The Incident Response Workflow That Decides How Fast You Recover | Cerbos](/content/blog/incident-response-authorization-workflow/index.html): A step-by-step incident response workflow for the authorization layer, from mapping a compromised identity's blast radius to proving containment held. Covers how centralized policy and decision logs compress each phase, what makes the workflow feasible in regulated and air-gapped environments, and how AI agents change the runbook. (2,672 words) - [Cerbos v0.46.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-46-0.html) (220 words) - [You Have Okta. What Authorization Capabilities Do You Still Need? | Cerbos](/content/blog/you-have-okta-what-authorization-capabilities-do-you-still-need.html): You've standardized on Okta SSO for authentication. Here's where Okta falls short on authorization, and how to evaluate dedicated authorization solutions. (2,224 words) - [Running locally :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/tutorial/01_running-locally/index.html) (220 words) - [You Have Auth0. What Authorization Capabilities Do You Still Need? | Cerbos](/content/blog/you-have-auth0-what-authorization-capabilities-do-you-still-need.html): Auth0 covers authentication, but authorization capabilities like resource-level ABAC, per-tenant policies, and decision audit logs sit outside its model. This guide covers where Auth0 RBAC and Auth0 FGA stop, five signals you need a dedicated authorization layer, and how to evaluate solutions and run a POC. (2,370 words) - [Choosing the Right Deployment Model for Enterprise Authorization | Cerbos](/content/blog/choosing-the-right-deployment-model-for-enterprise-authorization.html): Understand the deployment models available for your authorization system - cloud hosted, self hosted, on premise. See what drives the choice between them, and what each one means for your team in practice. (1,760 words) - [Identiverse 2026: Agents Made Authorization the Story | Cerbos](/content/blog/identiverse-2026/index.html): Takeaways from Identiverse 2026, where AI agents pushed authorization to the front. Delegated authorization, the Shared Signals Framework, AuthZEN agent authorization, and why prompts aren't controls. Notes from three AuthZEN sessions and the best talks of the week. (1,827 words) - [Release notes :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/release-notes/index.html) (2,943 words) - [Why Organizations Are Turning to Decoupled Authorization Solutions | Cerbos](/content/blog/why-organizations-are-turning-to-decoupled-authorization-solutions.html): As organizations strive to secure their digital assets, many are turning to decoupled authorization solutions for out-of-the-box best security practices. Here's why people are turning to decoupling authorization for improved productivity, security, and reliability. (1,813 words) - [Already Have Authentication? Here's the Authorization Layer You Still Need. | Cerbos](/content/blog/already-have-authentication-heres-the-authorization-layer-you-still-need.html): Identity providers cover authentication, not fine-grained access control. See the authorization gaps they leave and how to evaluate a solution. (1,916 words) - [Keycloak vs ZITADEL for Self Hosted IAM | Cerbos](/content/blog/keycloak-vs-zitadel/index.html): Compare Keycloak and ZITADEL for self hosted IAM. See SSO, MFA, federation, multi-tenancy, operations, authorization limits, and Cerbos fit. (1,022 words) - [What Is Fine-Grained Authorization? | Cerbos](/content/blog/what-is-fine-grained-authorization/index.html): Fine-grained authorization explained. Learn how fine-grained access control uses attributes and conditions to decide access per resource and action, how it differs from coarse-grained control, the RBAC, ABAC and PBAC models behind it, real use cases, and how to implement it without building your own engine. (1,841 words) - [Why Low Latency Is Important in Authorization | Cerbos](/content/blog/low-latency-in-authorization/index.html): Latency of authorization refers to the time it takes for this process to complete. High latency in authorization can lead to delays that frustrate users and hinder system performance. Learn more. (987 words) - [How to Secure Microservices Without Creating a Distributed Nightmare | Cerbos](/content/blog/how-to-secure-microservices-without-creating-a-distributed-nightmare.html): How to secure microservices across five critical layers, from authentication and token propagation to authorization, API gateways, and Zero Trust. Covers common vulnerabilities during monolith-to-microservices migration, how Netflix secured their architecture, and how to enforce consistent access control across distributed services. (709 words) - [Agent Skill for Writing Authorization Policies in AWS Kiro | Cerbos](/content/blog/agent-skill-for-writing-authorization-policies-in-aws-kiro.html): AWS Kiro is spec-driven, which means the access model is captured properly before any YAML gets written. This guide walks through installing the Cerbos policy skill in Kiro, the spec-then-policy workflow, how the skill picks up AWS Cognito attributes, and how validation runs against the real Cerbos compiler. (1,052 words) - [Designing Service Discovery and Load Balancing in a Microservices Architecture | Cerbos](/content/blog/service-discovery-load-balancing-microservices/index.html): Explore how service discovery and load balancing play crucial roles in microservices for dynamic communication and connection between multiple services. (1,988 words) - [Agent Skill for Writing Authorization Policies in Pi | Cerbos](/content/blog/agent-skill-for-writing-authorization-policies-in-pi.html): Pi is the open-source self-extensible coding agent built around the Agent Skills standard from the start. This guide walks through installing the Cerbos policy skill in Pi, invoking it with /skill:cerbos-policy, drafting authorization policies in plain English, and validating against the real Cerbos compiler in Docker. (1,116 words) - [Determining Service Boundaries and Decomposing Your Monolith | Cerbos](/content/blog/determining-service-boundaries-and-decomposing-monolith.html): The first major hurdle when decomposing a monolith app is defining appropriate boundaries for each microservice. We’ll cover how to break down a monolithic app into smaller, independently deployable services that align with business capabilities. (1,053 words) - [Aperture by Tailscale :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/integrations-aperture/index.html) (1,250 words) - [How to Add Authorization to a Flask Application | Cerbos](/content/blog/flask-authorization/index.html): Reliable authorization is vital if you hope to create a secure web app. Read this guide and learn how to implement authorization in a Flask application. (492 words) - [Lenient Scope Search in Cerbos Policies | Cerbos](/content/blog/lenient-scope-search-in-cerbos-policies/index.html): This piece talks about one of the newest Cerbos features, introduced in v0.29. Lenient Scope Search means that if a policy with passed scope does not exist in the store, Cerbos will attempt to find a partial match by searching the policy within scopes that are part of the same hierarchy as the passed scope. (620 words) - [Decoupled Authorization: Navigating Technical Challenges and Best Practices | Cerbos](/content/blog/decoupled-authorization-navigating-technical-challenges-and-best-practices.html): Emre Baran examines decoupled authorization for secure software development, and goes over points that should be considered prior to implementing decoupled authorization. (895 words) - [How to Implement an Authorization System for RAG Using LangGraph, Cerbos and Pinecone | Cerbos](/content/blog/rag-authorization-system-langgraph-cerbos-pinecone/index.html): Dive into implementing an authorization system for your RAG app using LangGraph, Pinecone, and Cerbos. Along the way, you’ll learn how to: set up a Pinecone dataset for RAG, build an Enterprise Resource Planning RAG application with LangGraph, Implement Role-Based Access Control and Attribute-Based Access Control using Cerbos. (4,358 words) - [The Scripting Den Podcast: Exploring the Evolution of Security Post-MVP | Cerbos | Cerbos](/content/blog/the-scripting-den-podcast-exploring-the-evolution-of-security-post-mvp-cerbos.html): Discover key insights on transitioning from MVP to mature products. Learn about security's role, choosing the right tools, scalability, and user feedback. Ideal for developers and entrepreneurs aiming to enhance their product's journey post-MVP. (6,820 words) - [Broken Access Control Still Tops the List: OWASP Top 10 2025 | Cerbos](/content/blog/broken-access-control-owasp-top-10-2025/index.html): Learn why Broken Access Control remains the top OWASP 2025 risk and how Cerbos provides scalable, fine-grained authorization to prevent object-level and contextual access failures. (900 words) - [Coarse Grained vs Fine Grained Access Control | Cerbos](/content/blog/coarse-grained-vs-fine-grained-access-control/index.html): One is easy to implement, the other is complex but provides precise control. Read this post for a comparison of coarse grained & fine grained access control. (409 words) - [Cerbos](/content/docs/cerbos/latest/api/_attachments/cerbos-api/index.html) (1,417 words) - [Service Policy Decision Points :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points/index.html) (1,303 words) - [Troubleshooting :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/troubleshooting/index.html) (931 words) - [Cerbos v0.45.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-45-0.html) (258 words) - [Deployments :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/deployments/index.html) (1,389 words) - [Cerbos policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/policies/index.html) (216 words) - [Cerbos Synapse :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/synapse/index.html) (1,136 words) - [Insights :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/insights/index.html) (700 words) - [Cerbos v0.38.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-38-1.html) (576 words) - [Cerbos v0.39.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/releases/v0-39-0.html) (712 words) - [Reliability :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/reliability/index.html) (314 words) - [User management :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/user-management/index.html) (302 words) - [Usage dashboard :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/usage-dashboard/index.html) (391 words) - [On-premises deployment :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/on-premises/index.html) (149 words) - [Framework for Evaluating Authorization Providers and Solutions | Cerbos](/content/blog/framework-evaluating-authorization-providers-solutions.html): In this guide, we provide a framework for evaluating authorization providers and solutions, tailored to the priorities of enterprise decision-makers. We cover all the key criteria - from integration and performance to admin experience and compliance, and back them with data, industry research, and success metrics. (5,508 words) - [Jamstack Radio Podcast: Revolutionizing Access Control | Cerbos](/content/blog/jamstack-radio-podcast-revolutionizing-access-control.html): Learn how Cerbos is simplifying complex access control challenges, fostering a more secure and efficient development environment. This post offers valuable takeaways on enhancing security and productivity in your projects. (5,083 words) - [Staying Compliant - What You Need to Know | Cerbos](/content/blog/staying-compliant/index.html): Staying on top of compliance has become essential for businesses today. In this article we examine the key elements of compliance that should be prioritized, from data quality and change management to audit logs and access control. We also explore how picking the right authorization system can strengthen your compliance efforts. 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(2,799 words) - [The Cerbos API :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/api/index-html.html) (1,831 words) - [Policy stores: .NET SDK :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/policy-stores-sdk-dotnet/index.html) (50 words) - [Policy stores: Go SDK :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/policy-stores-sdk-go/index.html) (50 words) - [Policy stores: Python SDK :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/policy-stores-sdk-python/index.html) (50 words) - [Policy stores: Java SDK :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/policy-stores-sdk-java/index.html) (50 words) - [Policy stores: JavaScript @cerbos/hub SDK :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/policy-stores-sdk-javascript/index.html) (52 words) - [Schemas :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/schemas-html.html) (667 words) - [A Complete Guide to Next.Js Authorization | Cerbos](/content/blog/a-complete-guide-to-next-js-authorization/index.html): In this tutorial, we’ll learn about authorization, how it works, and how to integrate it into a Next.js application using Cerbos, an open-source authorization project. This approach will allow us to seamlessly manage and enforce access controls within our web application. (2,476 words) - [Outputs :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/outputs-html.html) (405 words) - [Understanding Context-Aware Permissions | Cerbos](/content/blog/understanding-context-aware-permissions/index.html): Context-aware permissions (CAP) promote anywhere-anytime access by making computers intelligent enough to sense and react to their environment. You can use CAP in your software to define who needs access to what information at what time, so that your users can access only the information and services they need based on their location, the time of day, or other context factors. (1,646 words) - [Authorization in the Context of SOC 2 and Other Certifications | Cerbos](/content/blog/authorization-in-the-context-of-soc-2-and-other-certifications.html): Authorization is integral to data security. To ensure that all aspects of access control, including authorization, meet the criteria, organizations must employ a series of security tools, technologies and processes designed to protect the network, systems, applications and other assets.' (1,328 words) - [Mapping Business Requirements to Authorization Policy | Cerbos](/content/blog/mapping-business-requirements-to-authorization-policy.html): Learn about how to map your business requirements to RBAC and ABAC policies and adopt Cerbos (2,525 words) - [Securing Your Tech: The Importance of Authorization Layers | Cerbos](/content/blog/the-importance-of-authorization-layers/index.html): In this article, we'll explore how to increase your system's security with a purpose-designed authorization layer. (2,018 words) - [Server block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/server-html.html) (538 words) - [How to Implement Authorization in a Gorilla Application | Cerbos](/content/blog/gorilla-authorization/index.html): In this post, we discuss implementing authorization in a Gorilla application & provide a step-by-step guide for doing so using Cerbos. Read more here. (2,059 words) - [Authorization Policies: How to Write, Test, and Validate Them (Faster With AI) | Cerbos](/content/blog/authorization-policies-how-to-write-test-validate-with-ai-help.html): Writing authorization policies shouldn't take a week. This practical guide covers how to write, structure, and test authorization policies at enterprise scale, the common mistakes that ship security holes, and how to use an AI coding agent to draft full policy bundles while you handle the judgment calls. (1,936 words) - [Role-Based Access Control Examples | RBAC Explained | Cerbos](/content/blog/role-based-access-control-examples/index.html): RBAC enables organizations to parse access to system resources based on roles and permissions. Read this post for Role-Based Access Control examples. (406 words) - [Simple Role-Based Access Control in JavaScript | Cerbos](/content/blog/role-based-access-control-in-javascript/index.html): Learn how to integrate Cerbos into a JavaScript To-Do List application for robust role-based access control (RBAC). This guide covers setting up Cerbos, defining roles and permissions, and best practices for secure and scalable authorization management. Perfect for developers looking to enhance application security with fine-grained access control. (1,388 words) - [Accessing Protected Resources in Next.Js With Prisma | Cerbos](/content/blog/accessing-protected-resources-in-nextjs-with-prisma.html): Combine the power of Next.js and Prisma to build fast, secure, and dynamic web applications by integrating Cerbos, the open-source authorization layer (1,649 words) - [cerbosctl :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/cli/cerbosctl-html.html) (1,658 words) - [Row-Level Security for Apache Trino, Powered by Cerbos Synapse | Cerbos](/content/blog/row-level-security-for-apache-trino/index.html): Add row-level security, column masking, and table-level access control to Apache Trino using Cerbos policies. No Rego, no custom plugins. Covers policy examples, attribute-based filtering from your IdP, per-role masking rules, and compliance audit logging through Cerbos Hub. (1,967 words) - [Governing AI Coding Agents With Cerbos Synapse | Cerbos](/content/blog/governing-ai-coding-agents-with-cerbos-synapse/index.html): Learn how to control every tool call with policy, enforce role-based access, and get full audit visibility using Cerbos Synapse (1,737 words) - [Cerbos v0.36.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-36-0-html.html) (561 words) - [401 vs 403 Error Codes: What's the Difference? | Cerbos](/content/blog/401-vs-403-error-whats-the-difference/index.html): Error codes 401 and 403 are related to each other, and because of that, sometimes they tend to be mixed up together. In this article, we're going to review what each of these error codes mean—and what you can do to solve them. (1,099 words) - [Cerbos v0.35.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-35-1-html.html) (485 words) - [Cerbos Hub - July Product Updates | Cerbos](/content/blog/cerbos-hub-july-product-updates/index.html): Cerbos Hub July updates: GA launch, selective policy compilation for embedded PDP, detailed build error feedback, new Playground templates, and user profile management. Enhance your authorization systems with self-contained policy bundles and streamline policy creation. Learn more about these updates in our latest blog post. (370 words) - [The Cloud Gambit Podcast: Cerbos CEO Emre Baran Talks Startup Growth & Shares Cerbos Insights | Cerbos](/content/news/the-cloud-gambit-podcast-cerbos-ceo-emre-baran-talks-startup-growth-and-shares-cerbos-insights.html): Cerbos CEO Emre Baran shares his journey from co-founding Yonja to leading Cerbos. Featured on The Cloud Gambit podcast, Emre discusses startup growth, tech innovation, and scalable authorization solutions. Discover key insights and strategic decisions shaping the future of authorization management. (701 words) - [Cerbos v0.26.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-26-0-html.html) (783 words) - [Cerbos v0.30.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-30-0-html.html) (729 words) - [Secure RAG: Implement LLM Access Control With Cerbos | Cerbos](/content/blog/access-control-for-rag-llms/index.html): Learn how to implement access control for RAG and LLMs. Maintain data security and compliance with fine-grained authorization for your RAG and LLMs. Enforce your organization’s permissions within your AI system. (625 words) - [Resource policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/resource_policies-html.html) (487 words) - [Implementing authorization in RAG-based AI systems :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/recipes/ai/rag-authorization/index.html) (728 words) - [Cerbos v0.33.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-33-0-html.html) (694 words) - [Cerbos v0.37.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-37-0-html.html) (475 words) - [Decrease the Cost of Failure in Authorization | Cerbos](/content/news/decrease-the-cost-of-failure-in-authorization/index.html): Authorization failure can mean anything from leaving a backdoor open to crashing the whole application. There’s both a material security risk, and a psychological risk for the engineers responsible. (677 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/news/cerbos-hub-is-now-generally-available/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos v0.35.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/prerelease/releases/v0-35-1.html) (485 words) - [Embracing WebAssembly in Authorization | Cerbos, KubeCon + CloudNativeCon Paris | Cerbos](/content/blog/embracing-web-assembly-in-authorization/index.html): The intersection of Kubernetes, cloud-native solutions, and WebAssembly (WASM) represents a frontier of innovation. At the recent KubeCon EU conference, Alex Olivier, CPO and Co-Founder of Cerbos, shared insights during an interview with Milo Oudenaller from Amazic. (1,167 words) - [Query Plan Adapter for LangChain.Js and ChromaDB | Cerbos](/content/blog/query-plan-adapter-for-langchainjs-and-chromadb/index.html): Enforce fine-grained authorization in RAG apps with Cerbos and ChromaDB. Learn how @cerbos/langchain-chromadb converts Cerbos query plans into ChromaDB filters, so vector search respects access policies at retrieval time and prevents unauthorized data from reaching your LLM. (800 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/gitops-for-application-authorization/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Cerbos v0.31.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-31-0-html.html) (543 words) - [Importance of Authorization in Transition From Monolithic to Microservices Architecture | Cerbos](/content/blog/importance-of-authorization-in-transition-from-monolithic-to-microservices-architecture.html): Explore how Cerbos enhances security in microservices architectures, transitioning from monolithic systems. This article discusses the necessity of robust, scalable authorization in distributed environments, emphasizing zero-trust principles and Cerbos's flexible, developer-friendly access control solutions. (552 words) - [Cerbos Dagger Module for Authorization Testing | Cerbos](/content/blog/cerbos-dagger-module-for-authorization-testing/index.html): Introducing the Cerbos Dagger module: a tool to streamline authorization testing by externalizing policies, integrating with CI pipelines, and simplifying permission management. Learn how this module can enhance your application's security and maintainability. Watch the demo and explore more on GitHub. (305 words) - [Cerbos v0.29.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-29-0-html.html) (556 words) - [Introducing Enhanced Test Management in Cerbos Hub - Search, Filter, and View Test Results Easily | Cerbos](/content/blog/introducing-enhanced-test-management-in-cerbos-hub-search-filter-and-view-test-results-easily.html): The new search and filter capabilities within Cerbos Hub take the pain out of testing and troubleshooting policies for users who run a large number of tests. (477 words) - [Navigating Authentication and Authorization: Harnessing the Power of Microsoft Entra External ID and Cerbos for Enhanced Application Security | Cerbos](/content/blog/navigating-authentication-and-authorization-harnessing-the-power-of-microsoft-entra-external-id-and-cerbos-for-enhanced-application-security.html): Discover how to integrate Microsoft Entra External ID with Cerbos for robust web application security. This guide covers setup, user flows, permissions, and fine-grained authorization to enhance authentication and authorization practices, essential for developers aiming to build secure and scalable applications. Read our detailed tutorial now. (328 words) - [Cerbos v0.32.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-32-0-html.html) (424 words) - [Cerbos v0.34.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-34-0-html.html) (356 words) - [Cerbos v0.24.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-24-0-html.html) (663 words) - [Cerbos v0.27.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-27-0-html.html) (535 words) - [Cerbos: Why and What | Cerbos](/content/blog/cerbos-why-and-what/index.html): Discover how Cerbos revolutionizes application security by simplifying the implementation and management of roles and permissions and access controls, making authorization scalable and efficient across modern architectures, and fostering innovation with its open-source, agile-friendly approach. (541 words) - [Cerbos PDP V0.37.0 Release Highlights: REPL Autocomplete, Kubernetes DaemonSet and More | Cerbos](/content/blog/cerbos-pdp-v-0-37-0-release-highlights-repl-autocomplete-kubernetes-daemon-set-and-more.html): The v0.37 release of Cerbos PDP adds support for autocomplete when using the Cerbos REPL, new Kubernetes deployment options and updates to the AdminAPI. (292 words) - [Cerbos v0.25.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-25-0-html.html) (427 words) - [Add Fully Featured Authorization to Your Prisma App | Cerbos](/content/blog/fully-featured-authorization-for-your-prisma-app-with-cerbos.html): Read this guide and learn how to set up a basic CRM web application using Prisma for data storage and Cerbos for fully featured authorization. (1,813 words) - [Cerbos + Aperture by Tailscale — Talk to an Engineer | Cerbos](/content/tailscale-workshop/index.html): Talk to a Cerbos engineer about fine-grained authorization for AI agents with Aperture by Tailscale. (679 words) - [Quickstart :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/quickstart/index.html) (545 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points-embedded/index.html) (76 words) - [Simple Role-Based Access Control in Ruby | Cerbos](/content/blog/role-based-access-control-ruby/index.html): Tired of tangled if statements and scattered permission logic? This post walks through the evolution from DIY role checks in Ruby to scalable, production-grade authorization using Cerbos—improving your flow without rewriting your app. (1,189 words) - [Building Secure Applications: Key Insights on Authentication and Authorization From Cerbos and Microsoft Entra | Cerbos](/content/blog/building-secure-applications-key-insights-on-authentication-and-authorization-from-cerbos-and-microsoft-entra.html): Enhance software security through advanced authentication and authorization, explore the synergy between Microsoft Entra External ID and Cerbos. Learn the significance of choosing the right security approach, and discover how integrating these solutions empowers SaaS applications with robust, scalable security measures. A must-read for developers prioritizing data protection and compliance. (517 words) - [Install from Helm chart :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/installation/helm-html.html) (676 words) - [Revolutionize Your Authorization With Cerbos: A Comprehensive Video Demo | ByteGrad | Cerbos](/content/blog/revolutionize-your-authorization-with-cerbos-a-comprehensive-video-demo-bytegrad.html): Discover how Cerbos simplifies authorization for microservices and Next.js applications in this video. Dive deep into Cerbos Hub's capabilities with a practical demo, showcasing ease of management and deployment. Watch now to enhance your security strategy. (246 words) - [Service-To-Service Authorization: A Guide to Non-User Principals | Cerbos](/content/blog/service-to-service-authorization/index.html): Read this article to understand what non-user principals are, when you might need them, and how they relate to service-to-service authorization. (1,704 words) - [Cerbos v0.40.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-40-0.html) (814 words) - [Nuxt Authorization: How to Implement Fine-Grained Access Control | Cerbos](/content/blog/nuxt-authorization-how-to-implement-fine-grained-access-control.html): In this tutorial you will learn how to use Cerbos to add fine-grained access control to any Nuxt web application, simplifying authorization as a result. (1,441 words) - [Cerbos Community #help](/content/community/c/help/index.html): Cerbos is the open core, language-agnostic, scalable authorization solution that makes user permissions and authorization simple to implement and manage. Cerbos Community #help Latest (21,371 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points/embedded-pdp/configuration/extensions/data-source-extensions/index.html) (76 words) - [Cerbos Community #community](/content/community/c/community/index.html): Cerbos is the open core, language-agnostic, scalable authorization solution that makes user permissions and authorization simple to implement and manage. Cerbos Community #community Latest (16,033 words) - [Quickstart :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/quickstart-html.html) (346 words) - [Cerbos | Form | Cerbos](/content/forms/1m_1ynzuptfqrfx7wcluiywc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (12 words) - [How to adopt externalized authorization](/content/solutions/how-to-adopt-externalized-authorization/index.html): Adopting externalized authorization is an architectural transformation that requires careful planning. Our ebook provides a structured, 10-chapter approach to navigating this transformation. (637 words) - [Cerbos Community #announcements](/content/community/c/announcements/index.html): Cerbos is the open core, language-agnostic, scalable authorization solution that makes user permissions and authorization simple to implement and manage. Cerbos Community #announcements Latest (28,598 words) - [Agent Skill for Writing Authorization Policies | Cerbos](/content/blog/agent-skill-for-writing-authorization-policies/index.html): Writing authorization policies from a blank file is slow. The Cerbos agent skill handles the drafting for you, asking clarifying questions in plain English before generating a full Cerbos policy bundle with schemas, roles, resource policies, and tests. Works with Claude Code, Cursor, Codex, and more. (867 words) - [3 Most Common Authorization Designs for SaaS Products | Cerbos](/content/blog/3-most-common-authorization-designs-for-saas-products.html): There are many ways to design and implement an authorization system. Read this article to discover the 3 most common authorization designs for SaaS products. (1,478 words) - [Query Plan Adapter for Drizzle ORM | Cerbos](/content/blog/query-plan-adapter-for-drizzle-orm/index.html): Externalized authorization with Cerbos PlanResources API and Drizzle ORM. Generate efficient, policy-driven SQL filters from query plans. Avoid row-by-row checks, reduce database I/O, and enforce scalable access control at the query layer with @cerbos/orm-drizzle. (867 words) - [Using AWS Cognito With Cerbos | Cerbos](/content/blog/using-aws-cognito-with-cerbos/index.html): Learn how to integrate your users and roles in AWS Cognito with Cerbos for powerful, fine-grained access control. (361 words) - [Zero Trust for AI: Securing MCP Servers ebook](/content/solutions/zero-trust-for-ai-securing-mcp-servers/index.html): The MCP server is now one of the most privileged components in your stack. This ebook provides teams with a practical blueprint for securing MCP servers using externalized, fine-grained authorization. (488 words) - [Using Clerk With Cerbos | Cerbos](/content/blog/using-clerk-with-cerbos/index.html): Clerk solves user management so developers can stop reinventing the wheel and focus on their core business - the same mission Cerbos has for authorization (473 words) - [Run from container :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/installation/container-html.html) (136 words) - [Cerbos Hub :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/index.html) (689 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points/embedded-pdp/configuration/data-sources/sqldb/index.html) (76 words) - [Cerbos Prisma Integration V2.0: More Powerful Fine-Grained Authorization | Cerbos](/content/blog/cerbos-prisma-integration-v2-0/index.html): Latest update to the Cerbos reference Prisma Query Plan Adapter - making it even easier to enforce fine-grained access control within applications using Prisma ORM. In this blog post, we’ll explore the new features, use cases enabled, and how you can start using it today. (574 words) - [Context Aware Auth0 Authorization: RBAC & ABAC | Cerbos](/content/blog/auth0-authorization/index.html): For complex and dynamic applications in Auth0, a dedicated authorization system (more than just RBAC) is required — enter ABAC! (724 words) - [Automating Cerbos Policy Deployments With Azure DevOps Pipelines | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-azure-devops-pipelines.html): This guide shows you how to set up an Azure DevOps Pipeline to upload your Cerbos policies to a Cerbos Hub store automatically. (660 words) - [Legal | MSA | Cerbos](/content/legal/msa/index.html): Legal documents for Cerbos, including Terms of Service, Privacy Policy and Cookie Policy. 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(79 words) - [Cerbos | Form | Cerbos](/content/forms/1tvuqyhcaqnsun5tmhe8qmgc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (11 words) - [Cerbos | Form | Cerbos](/content/forms/1mxjusifns1uvrrvj2stppwc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (10 words) - [Cerbos Synapse | Cerbos](/content/product-cerbos-synapse/index.html): Assemble identity and resource context and connect APIs, gateways, and infrastructure for consistent authorization decisions (5,347 words) - [Authorization for Legacy Applications | Cerbos](/content/features-benefits-and-use-cases/legacy-app-authorization/index.html): Add policy-based authorization, audit trails, and context-aware access control to legacy systems with Cerbos. 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(403 words) - [Principal policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/07_principal-policies/index.html) (157 words) - [How Loop Achieved Reliable and Scalable Authorization With Cerbos | Cerbos](/content/blog/how-loop-achieved-reliable-and-scalable-authorization-with-cerbos.html): Reliable access controls allow Loop to scale with confidence and meet compliance requirements (1,826 words) - [Integrating Cerbos :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/09_integrating-cerbos/index.html) (49 words) - [Validating and testing policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/compile/index.html) (951 words) - [Running locally :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/01_running-locally/index.html) (206 words) - [Building Your Own Authorization Solution vs. Buying an Off-the-Shelf One | Cerbos](/content/blog/build-vs-buy-authorization/index.html): Build vs. buy for authorization. There is no standard answer to the perennial build vs. buy question, but the argument for rolling your own authorization is getting harder to make. In this article, we help you speedrun the build vs. buy decision by breaking down your choices, so you can evaluate what’s best for your situation. (3,348 words) - [Integrating Scalable Authorization in .NET | Cerbos](/content/blog/scalable-authorization-in-asp-net/index.html): Struggling with brittle role-based authorization in .NET Core Identity? This hands-on guide shows how to decouple complex access logic from your application by integrating Cerbos as a custom authorization provider—enabling scalable, policy-driven access control without scattering business rules across your codebase. Learn how to plug Cerbos into your ASP.NET Core pipeline and write policies that adapt as fast as your requirements do. (1,237 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points/embedded-pdp/configuration/extensions/route-extensions/index.html) (76 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/decision-points/embedded-pdp/configuration/extensions/proxy-extensions/index.html) (76 words) - [GraphQL Authorization: Adding Authorization to a Server | Cerbos](/content/blog/graphql-authorization/index.html): Want to learn the best practices for implementing access control patterns in GraphQL APIs? Read this article for our full guide on GraphQL authorization. (2,181 words) - [Passwordless Identity With Magic and Authorization With Cerbos | Cerbos](/content/blog/passwordless-identity-with-magic-and-authorization-with-cerbos.html): The demise of passwords has long been predicted due to the ongoing leaks, hacks and breaches in recent years. There has been a lot of innovation in this space and ... (559 words) - [Tutorial :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/00_intro/index.html) (106 words) - [Using WorkOS SSO With Cerbos | Cerbos](/content/blog/using-workos-sso-with-cerbos/index.html): Single Sign-On (SSO) is the most frequently occurring requirement for enterprise organisations looking to adopt new SaaS applications. WorkOS streamlines this process and can be integrated with Cerbos for context-aware access controls. (362 words) - [api/v0-53-0/cerbos/policy/v1/testsuite-schema-json.html](/content/api/v0-53-0/cerbos/policy/v1/testsuite-schema-json.html) (4 words) - [Mongoose Adapter for Cerbos Query Plans V2.0 | Cerbos](/content/blog/updated-mongoose-adapter-for-cerbos-query-plans-v2/index.html): Speed up authorization in MongoDB with Cerbos Query Plans and the enhanced Mongoose adapter. Enforce policy logic in-database and return only allowed records. 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(328 words) - [Automating Cerbos Policy Deployments With GitHub Actions | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-github-actions.html): This guide shows you how to set up a GitHub Actions workflow to upload your Cerbos policies to a Cerbos Hub store automatically. (354 words) - [How Debite Built Scalable and Reliable Access Controls With Cerbos | Cerbos](/content/blog/how-debite-built-scalable-and-reliable-access-controls-with-cerbos.html): A scalable and secure authorization layer enables quicker product rollout (1,368 words) - [Policy authoring :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/authoring_tips-html.html) (672 words) - [Conditions :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/conditions-html.html) (1,282 words) - [Filtering Data Using Authorization Logic | Cerbos](/content/blog/filtering-data-using-authorization-logic/index.html): With the latest release of Cerbos, we introduced a new experimental query planner API to help address this problem efficiently in a language-agnostic way. This article describes how we designed and developed that API. (1,829 words) - [Automating Cerbos Policy Deployments With GitLab Runners | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-gitlab-runners.html): This guide shows you how to set up a GitLab CI/CD pipeline to upload your Cerbos policies to a Cerbos Hub store automatically. (301 words) - [cerbos :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/cli/cerbos-html.html) (1,207 words) - [The Importance of Stateless Architecture in Authorization Systems | Cerbos](/content/blog/the-importance-of-stateless-architecture-in-authorization-systems.html): Going stateless might sound complicated, but it can actually simplify system deployment, maintenance, and integration. This article explores what stateless is, how it's implemented, and why it's so beneficial to real-world systems such as authorization services. (1,674 words) - [Automating Cerbos Policy Deployments With Buildkite | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-buildkite.html): This guide will help you set up a CI/CD pipeline in Buildkite to upload your Cerbos policies to a Cerbos Hub store automatically. (336 words) - [The Authorization POC Guide: What to Test, Who to Involve, and How to Decide | Cerbos](/content/blog/authorization-poc-guide/index.html): Most authorization POCs never reach production. This guide covers all details of a proper authorization proof of concept: scoping to one real service, measurable success criteria, stakeholder involvement, and baselines so the review produces a decision, not a debate. (1,797 words) - [Why Using GitOps for Authorization and Access Control Is a Good Idea | Cerbos](/content/blog/why-using-gitops-for-authorization-and-access-control-is-a-good-idea.html): Getting developers working in harmony is no easy task. Tools like GitHub make it much easier to manage code, but as infrastructure and deployment become more complex, issues arise with the systems projects are built on. (1,366 words) - [Dynamic Policy Management With the Admin API | Cerbos](/content/blog/dynamic-policy-management-with-the-admin-api/index.html): Building an interface to manage your Cerbos policies, with Go and React. (817 words) - [CRDTs and Collaborative Playgrounds | Cerbos](/content/blog/crdts-and-collaborative-playground/index.html): Learn about Conflict-Free Replicated Data Types, Yjs, and how we built a collaborative, real-time playground in a web browser. (2,725 words) - [OPA Alternative | Cerbos](/content/blog/opa-alternative/index.html): This article examines why Cerbos stands out as the best alternative to Styra and OPA for authorization needs. Comparison is based on policy language, deployment, performance, observability, DX and scalability. (3,295 words) - [Automating Cerbos Policy Deployments With CircleCI | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-circleci/index.html): This guide will help you set up a CI/CD pipeline in CircleCI to upload your Cerbos policies to a Cerbos Hub store automatically. (321 words) - [Let’s Talk About Role Management - Planning User Roles for Your Application | Cerbos](/content/blog/lets-talk-about-role-management-planning-user-roles-for-your-application.html): By identifying roles, resources and how they map together, you can implement an efficient system that ensures your users and applications are secure. (1,013 words) - [Derived roles :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/derived_roles-html.html) (729 words) - [Cerbos v0.47.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-47-0-html.html) (690 words) - [Cerbos v0.41.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-41-0-html.html) (949 words) - [Audit block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/audit/index.html) (1,689 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/uwg3inhjwrfhqkv60dec623g9poylgjf/index.html): Prototype, test and share Cerbos policies (341 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/the-stack-overflow-podcast-going-stateless-with-authorization-as-a-service.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (110 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/blog/cloud-native-live-modernizing-authorization/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Designing an Authorization Model That Scales With Your Business | Cerbos](/content/blog/designing-an-authorization-model-that-scales-with-your-business.html): Authorization is one of the hardest parts of security to get right and one of the most expensive to fix when you get it wrong. (733 words) - [What Is Authorization as a Service? | Cerbos](/content/blog/authorization-as-a-service/index.html): 'Authorization as a service’ refers to using a third-party service to take care of an application’s authorization. Read the full definition and learn more here. (893 words) - [Mapping Business Requirements to Authorization Policy in HR Systems | Cerbos](/content/blog/business-requirements-to-authorization-policy-in-hr-systems.html): Best practices for translating business requirements into authorization policy for your Human Resources (HR) system. We walk through the process of reviewing business requirements, analyzing them, defining policies, and ultimately deploying them to production systems as efficiently as possible. (3,583 words) - [Modernizing Legacy Application Authorization: Why It’s Your Biggest Security Blind Spot | Cerbos](/content/blog/modernizing-authorization-for-legacy-applications/index.html): Your legacy applications have the weakest authorization controls and the most sensitive data. Learn how security and identity teams can close the governance gap by adding policy-based authorization, compliance-ready audit trails, and context-aware access decisions at the gateway without modifying the application. (946 words) - [Website Planet: How Cerbos Helps Developers Scale Authorization Faster & Cheaply | Q/A With Emre Baran | Cerbos](/content/blog/website-planet-how-cerbos-helps-developers-scale-authorization-faster-cheaply-q-a-with-emre-baran.html): In his interview with Website Planet, Emre Baran delves into the origins of Cerbos, explaining how it assists developers in scaling authorization. Cerbos not only saves time for the developers themselves, but also enhances the security of their clients' applications. (446 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/ge623b0180qlsg5a4qin6uoz6f3isfw2/index.html): Prototype, test and share Cerbos policies (818 words) - [Recap of Webinar: "Simplify Access Controls in Node.Js, React & Serverless Apps" | Cerbos & ByteGrad | Cerbos](/content/blog/recap-of-webinar-simplify-access-controls-in-node-js-react-and-serverless-apps-cerbos-and-byte-grad.html): Join Alex Olivier, Cerbos Chief Product Officer, and Wesley, presenter of the popular ByteGrad Youtube channel, as they demonstrate how to author permissions and policy changes using Cerbos, and deploy those changes without changing any other code. (579 words) - [Validating and testing policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/policies/compile-html.html) (638 words) - [Badly Designed Authorization Is Technical Debt | Cerbos](/content/blog/badly-designed-authorization-is-technical-debt/index.html): Optimize authorization in software engineering by decoupling business logic from code. Avoid hard-coded access controls that lead to technical debt. Centralize authorization decisions with tools like Cerbos, allowing for flexible, scalable, and secure policy management, independent of the application codebase. (492 words) - [Server block :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/configuration/server/index.html) (554 words) - [Testing policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/04_testing-policies-html.html) (323 words) - [Contributor Podcast: Decoupling Authorization | Cerbos](/content/blog/contributor-podcast-decoupling-authorization/index.html): In this episode of the Contributor podcast, listeners have the opportunity to hear from Cerbos’ CEO and co-founder, Emre Baran, as he joins Eric Anderson to explain the importance of decoupling authorization logic. (292 words) - [Run Cerbos Natively Inside AWS Lambda | Cerbos](/content/blog/run-cerbos-natively-inside-aws-lambda/index.html): Deploy Cerbos directly in AWS Lambda-either as a standalone function or as a lightweight extension layer-while using Cerbos Hub for centralized policy management and audit-logging. (1,151 words) - [Cerbos Playground: Dive Into the RBAC Policy Generator | Cerbos](/content/blog/cerbos-playground-dive-into-the-rbac-policy-generator.html): Access control in modern applications is crucial to ensure data privacy and system integrity. As applications become more complex and interconnected, so does the need for a more simplified way to manage access controls. This piece showcases Cerbos Playground's newest feature - the RBAC Policy Generator. (509 words) - [It’s Time to Ensure Your Security Is as Scalable as Your Business | Cerbos](/content/blog/the-future-is-stateless-its-time-to-ensure-your-security-is-as-scalable-as-your-business.html): Discover how stateless authorization enhances security, scalability, and flexibility in software development. Learn why industry leaders like NTWRK and Loop are embracing this approach to improve application performance, reduce latency, and simplify policy updates. Ensure your software's security is as scalable as your business. (608 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/skerbxnpqjo654372b8smgmqbozw00ib/index.html): Prototype, test and share Cerbos policies (296 words) - [Authorization and Access Control in Flask | Cerbos](/content/blog/authorization-in-flask/index.html): Learn how to implement robust authorization in Flask applications using Cerbos, a powerful open-source policy decision point (PDP) that separates authorization logic from your application code. This tutorial walks you through integrating Cerbos with a Flask blog application, demonstrating how to define flexible YAML-based policies that control user access and permissions without modifying your codebase. (1,954 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/s60f5ee11q3kwi5kuzehbel5zwychok1/index.html): Prototype, test and share Cerbos policies (494 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/zcwzxxj267add709hhimpa7ge9s6g5p8/index.html): Prototype, test and share Cerbos policies (500 words) - [Building a scalable authorization system](/content/solutions/building-a-scalable-authorization-system/index.html): A practical guide to setting a strong foundation for your application’s authorization layer. Pulling from our founders’ experience and interviews with over 500 developers, we share the six key requirements that all authorization layers have to include to avoid technical debt, and how we satisfied them while building our authorization layer. (595 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/iw60ed5947d0s79jjpdjfo7j4uvdgtf2/index.html): Prototype, test and share Cerbos policies (454 words) - [Cerbos v0.42.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-42-0-html.html) (359 words) - [Webinar Recap - 4G Capital’s Cloud Transformation Journey | Cerbos](/content/news/webinar-recap-4g-capitals-cloud-transformation-journey.html): The conversation between our CPO Alex Olivier and Edgar covered fintech industry trends, innovation drivers, and delved into the specific cloud architecture challenges 4G needed to solve in order to position their business for growth. (826 words) - [11 Authorization and IAM Trends You’ll See in 2025 | Cerbos](/content/blog/11-authorization-and-iam-trends-in-2025/index.html): Discover eleven trends that will change the authorization and IAM industries in 2025. (2,387 words) - [Filtering Database Results With Cerbos Query Plans | Cerbos](/content/blog/filtering-database-results-with-cerbos-query-plans/index.html): Learn how Cerbos PlanResources API uses partial evaluation to streamline authorization. Discover how query plans translate into efficient database filters, boost performance, and simplify access control with custom adapters. (1,136 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/new/index.html): Prototype, test and share Cerbos policies (254 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/news/recap-of-webinar-feature-flags-authorization-key-tools-for-modern-development.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [One size does not fit all: A guide to multitenant authorization](/content/solutions/guide-to-multitenant-authorization/index.html): When a 30,000-person organization signs up for a SaaS product, the "Admin, Editor, Viewer" model becomes a cage. Role explosion, endless support tickets, blocked productivity follow. This ebook reveals how leading SaaS companies implement dynamic multitenant authorization that scales, without role explosion. (634 words) - [Guide to Java Authentication and Authorization | Cerbos](/content/blog/authentication-and-authorization-in-java/index.html): Authorization technologies have seen significant changes and advancements in recent years—especially when it comes to Java. This article provides an overview of the evolving landscape to help you choose the best authorization framework for your Java application. (2,733 words) - [Scoped policies :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/0-46-0/policies/scoped_policies/index.html) (683 words) - [Zero-Trust for Microservices, a Practical Blueprint | Cerbos](/content/blog/zero-trust-for-microservices/index.html): Learn how to implement a Zero-Trust security model for microservices. Discover how to secure service-to-service communication, manage workload identities, and enforce fine-grained authorization across distributed systems, AI agents, and APIs. (1,005 words) - [How to Secure Your FastMCP Server With Permission Management | Cerbos](/content/blog/how-to-secure-your-fast-mcp-server-with-permission-management.html): FastMCP is a Python framework for building production-ready MCP servers with minimal code. Without authorization, these servers risk exposing all tools to every user. The **cerbos-fastmcp** middleware adds policy-driven, fine-grained access control to secure FastMCP deployments. (1,360 words) - [The Cerbos Hub Effect Matrix: Read Your Authorization Policy at a Glance | Cerbos](/content/blog/cerbos-hub-effect-matrix-read-authorization-policy-at-a-glance.html): See how the Cerbos Hub effect matrix turns authorization policy files into a permissions grid of roles and actions, with allowed, denied, and conditional outcomes. Read what each role can do without parsing raw policy, drill into ABAC conditions, and spot over-permissive wildcard rules in review. (825 words) - [Advanced Multi-Tenant SaaS Authorization With Cerbos: Role Policies and Scoped Resource Policies | Cerbos](/content/blog/multi-tenant-saas-authorization-role-policies-and-scoped-resource-policies.html): Learn how Cerbos, with features like role policies and the fine-grained control offered by scoped resource policies (governed by scope permissions mode), provides a powerful toolkit to define and enforce multi-tenant security effectively. (1,059 words) - [Top Five Open Source Alternatives to Auth0 | Cerbos](/content/blog/auth0-alternatives/index.html): Five solid open-source alternatives to Auth0 that provide similar functionality while giving you the benefits of a self-hosted and community-driven identity infrastructure. (1,436 words) - [Page Not Found :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/ci-cd/index.html) (76 words) - [Agent Skill for Building Cerbos Synapse Extensions | Cerbos](/content/blog/agent-skill-for-building-cerbos-synapse-extensions/index.html): A new agent skill that builds Cerbos Synapse extensions for you. Describe what you want to enrich, map, or expose, and it picks the extension kind and runtime, scaffolds the files, wires config, and runs it against a local PDP. Covers CEL, Starlark, and WASM in Go, TypeScript, or Python. (864 words) - [The Importance of Data Security for Startups | Cerbos](/content/blog/the-importance-of-data-security-for-startups/index.html): The importance of data security for startups; adopting strategies like "zero trust" and robust authorization is vital. (689 words) - [Effective Team Collaboration and Code Ownership for Managing Microservices Systems | Cerbos](/content/blog/team-collaboration-and-code-ownership-microservices.html): Understand the importance of team collaboration and code ownership in microservices architecture for system success and maintainability. (1,839 words) - [Streamline Authorization by Leveraging JWT Claims in Cerbos | Cerbos](/content/blog/leveraging-jwt-claims-in-cerbos-access-control/index.html): Learn how to use Cerbos to verify JWTs with your JWKS, then read claims directly in policy conditions, no custom code, fast to production. (870 words) - [Introducing Cerbos Hub Insights: A Live View of What Your Authorization Layer Is Doing | Cerbos](/content/blog/cerbos-hub-insights-live-view-of-what-your-authorization-layer-is-doing.html): Cerbos Hub Insights aggregates the decisions your PDPs make into charts and rankings, so patterns like a spike in denials become obvious without scrolling the audit log. Track allows, denies, and active principals over time, built entirely from audit data you already send to Cerbos Hub. (780 words) - [Statements About Stateless | Cerbos](/content/blog/statements-about-stateless/index.html): Curious about how "stateless" systems work when everything needs state? Join long-time sysadmin Dan to learn about the core principles and real-world challenges of stateless architecture—and what actually happens when theory meets practice. (2,558 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/bvcxizy0610b114aig5k1vsm6ypvo5x8/index.html): Prototype, test and share Cerbos policies (282 words) - [CNCF Webinar: Cloud-Native Application Authorization | Cerbos](/content/blog/cncf-webinar-cloud-native-application-authorization.html): In this webinar, Alex explains explains how to improve the security and monitoring of your application by implementing fine-grained access controls through configuration policies, using OpenTelemetry and Prometheus metrics for end-to-end observability, and adopting a Git-ops approach to separate authorization logic from the code base. (82 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/ijxlk6131f642nd65f1ehpmit18ap1a5/index.html): Prototype, test and share Cerbos policies (354 words) - [Authorization in Microservices: Patterns, Pitfalls, and How to Scale It | Cerbos](/content/blog/tips-for-microservices-authorization/index.html): Authorization in microservices explained. Why it is harder than a monolith, where it gets enforced, the three patterns for handling authorization data, choosing RBAC or ABAC, service-to-service authorization, and the externalized policy decision point pattern that scales across services without scattered checks or redeploys. (2,047 words) - [Guide to Performance and Scalability in Microservices Architectures | Cerbos](/content/blog/performance-and-scalability-microservices/index.html): Learn about achieving optimal performance and scalability in microservices architectures. Understand how to navigate the common but technical challenges. (2,079 words) - [Gartner IAM Summit 2025: Authorization Maturity, AuthZEN Momentum, and Why Identity Security Is Expanding to Every Workload | Cerbos](/content/blog/gartner-iam-summit-2025-authorization-authzen-identity-security-expanding-to-every-workload.html): Gartner IAM Summit 2025 insights on authorization maturity, Workload IAM, and AuthZEN. Learn why policy based, externalized authorization is becoming core identity infrastructure for modern workloads and AI agents. (773 words) - [Cerbos | Form | Cerbos](/content/forms/1oe6lotzcsyqizcvuor-oegc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (159 words) - [Making Cerbos Policies Bulletproof With Schemas | Cerbos](/content/blog/making-cerbos-policies-bulletproof-with-schemas/index.html): Learn how JSON schemas make Cerbos policies more reliable, secure, and easy to maintain. Catch integration errors early, prevent attribute injection attacks, and create bulletproof authorization for your applications. (1,094 words) - [Cerbos deployment patterns :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/deployment/index-html.html) (596 words) - [Trace Authorization Decisions and Track Organization-Wide Usage With New Cerbos Hub Features | Cerbos](/content/blog/trace-authorization-decisions-and-track-usage-patterns.html): Authorization debugging just got easier. We're shipping two features that tackle problems we've heard about repeatedly from customers running Cerbos at scale: understanding why specific authorization decisions were made and getting visibility into usage patterns across multiple teams. (710 words) - [Automate Cerbos Policy Uploads With the Cerbos-Store-Action GitHub Action | Cerbos](/content/blog/automate-cerbos-policy-uploads-with-the-cerbos-store-action-git-hub-action.html): Automate your authorization workflows with the new Cerbos Store Action for GitHub. Synchronise your policy files with Cerbos Hub automatically in CI/CD - no manual scripts or Docker commands needed. (528 words) - [Cerbos | Form | Cerbos](/content/forms/1_rytnfzithezxmnthlentqc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (93 words) - [Cerbos v0.52.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-52-0-html.html) (309 words) - [Running locally :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/tutorial/01_running-locally-html.html) (206 words) - [Cerbos v0.46.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-46-0-html.html) (220 words) - [Cerbos | Form | Cerbos](/content/forms/14npmu_1tt4ynaq6oezwbsqc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (43 words) - [Cerbos v0.40.0 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-40-0-html.html) (818 words) - [Mastering Hierarchy-Based Permissions With Cerbos - Policy-Defined Roles vs. Dynamic Attributes | Cerbos](/content/blog/mastering-hierarchy-based-permissions-with-cerbos-policy-defined-roles-vs-dynamic-attributes.html): Learn how to handle authorization in applications with hierarchical data. In this post, we explore two approaches to implementing hierarchy-based permissions. Both methods leverage Attribute-Based Access Control. (382 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/g4k42dbkzedpg611f7f84fwzghyzdb2d/index.html): Prototype, test and share Cerbos policies (139 words) - [Meet Four New Use Cases in the Updated Cerbos Hub | Cerbos](/content/blog/four-new-use-cases-in-updated-cerbos-hub/index.html): Cerbos Hub gives engineering, security, and IAM teams everything they need to manage authorization across any architecture at any scale. Learn about four new use cases: Fine-grained tenant specific authorization, dynamic policy management at scale, scalable NHI permission management, secure authorization for MCP servers. (669 words) - [Cerbos News | Cerbos](/content/news/index.html): Latest news and updates from Cerbos. (922 words) - [Securing AI agents and non-human identities in enterprises](/content/solutions/securing-ai-agents-non-human-identities-in-enterprises.html): Secure your NHIs and AI agents with a proven Zero Trust framework. 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(1,197 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/news/cerbos-startup-of-the-year-in-access-control-hackernoon.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Ory vs SuperTokens for Authentication | Cerbos](/content/blog/ory-vs-supertokens/index.html): Ory Hydra and SuperTokens solve different authentication problems. Compare OAuth2 and OIDC token infrastructure against fast product login and session handling, and see where Cerbos fits as the authorization layer after authentication. (1,198 words) - [SPIFFE Identity Parsing Added to Cerbos PDP | Cerbos](/content/blog/spiffe-identity-parsing-cerbos-pdp/index.html): Cerbos PDP now supports native parsing and evaluation of SPIFFE identities in authorization policies. 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(1,407 words) - [MCP Authorization: Securing Model Context Protocol Servers With Fine-Grained Access Control | Cerbos](/content/blog/mcp-authorization/index.html): Learn what Model Context Protocol (MCP) is and why securing MCP servers is important. Explore the role of authorization in mitigating MCP security risks, and how to implement dynamic, scalable access control for MCP servers. (1,964 words) - [What is Cerbos? :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/what-is-cerbos-html.html) (480 words) - [Implement Authorization and Access Control in an Express Application | Cerbos](/content/blog/implement-authorization-in-express/index.html): Explore importance of roles and permissions in webapps and learn how to use Cerbos authorization to enforce RBAC for a sample LMS implemented in Express and Node. (1,319 words) - [Audit Logs for Cerbos Hub Embedded PDPs | Cerbos](/content/blog/audit-logs-for-cerbos-hub-embedded-pdps/index.html): We’ve introduced support for capturing audit decision logs from the Cerbos Hub Embedded Policy Decision Points (ePDP) using the latest version of the Cerbos Javascript SDK. Learn how this feature enables organizations to track and analyze authorization decisions made locally in embedded environments, ensuring complete visibility and auditability, without relying on a centralized PDP or Cerbos Hub. (625 words) - [From OPA to Our Own Engine - the Cerbos Journey | Cerbos](/content/blog/from-opa-to-our-own-engine-cerbos/index.html): When we started building Cerbos in January of 2021, we had a clear mission. We wanted to help developers separate their roles and permissions management from the core application code, creating a more scalable and future-proof way of handling permissions. This is the story of how we began with Open Policy Agent (OPA) and eventually built our own policy decision engine, and why that transition was crucial for our product's evolution. 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Learn strategies to design scalable, user-friendly permissions that align with business goals, enhance customer trust, and meet enterprise needs without compromising cybersecurity. (1,271 words) - [Best Practices for Testing and Deploying Microservices | Cerbos](/content/blog/testing-and-deployment-strategies-microservices/index.html): Learn the role of effective testing and deploying strategies, including unit testing, integrating testing and end-to-end testing in a microservices architecture. (1,444 words) - [Using Cerbos With Supabase | Cerbos](/content/blog/cerbos-supabase/index.html): Learn how to seamlessly integrate Supabase authentication with Cerbos authorization to create a secure, scalable backend. This guide covers setup, user creation, policy definition, and testing, ensuring robust access control without complex code. Perfect for developers seeking efficient, maintainable auth solutions. 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(2,572 words) - [What Is Authorization? Types, Examples and Definitions | Cerbos](/content/blog/what-is-authorization/index.html): Learn what authorization is all about! Explore several key authorization design patterns, how they work, and possible scenarios where they may be implemented. (1,695 words) - [Audit log collection :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos-hub/audit-log-collection/index.html) (1,339 words) - [Top 9 Identity & Access Management (IAM) Tools for 2026 | Cerbos](/content/blog/identity-and-access-management-tools/index.html): IAM tools are essential for enhancing security, streamlining access management processes, and ensuring compliance in organizations. In this blog, we're going to discuss the top 9 identity and access management (IAM) tools of 2026. 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Discover best practices and how Cerbos helps simplify RBAC for Kubernetes, ensuring security and compliance with minimal effort. (1,108 words) - [The Value of Monitoring and Observability in Microservices, and Associated Challenges | Cerbos](/content/blog/monitoring-and-observability-microservices/index.html): Learn how monitoring and observability is crucial in maintaining overall system health and performance in distributed environments of microservices. (1,146 words) - [Why Granular, Scalable Control Is a Must for Every CTO | Cerbos](/content/blog/why-granular-scalable-control-is-a-must-for-every-cto.html): Fine-grained authorization and access control in modern applications - learn how to transition from basic RBAC to ABAC using externalized authorization. Discover best practices for implementing scalable permission systems in microservices architectures, ensuring compliance, and managing technical debt through policy-driven security approaches. 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Empower AI agents to deliver secure responses without compromising sensitive information. (441 words) - [Cerbos v0.38.1 :: Cerbos Authorization Management Platform // Documentation](/content/docs/cerbos/latest/releases/v0-38-1-html.html) (576 words) - [What Is Zero Trust Authorization? | Cerbos](/content/blog/zero-trust-authorization/index.html): Discover the essentials of Zero Trust Authorization (ZTA) in this guide, starting with key principles like continuous verification, least-privileged access, and granular policy controls. Learn how to implement ZTA, overcome common challenges, and streamline the process using open source solutions. (1,216 words) - [Monolith to microservices migration ebook](/content/solutions/monolith-to-microservices-migration-ebook/index.html): Discover key insights for your monolith to microservices migration in the Cerbos 10-part ebook. Uncover critical challenges and best practices in service decomposition, data management, inter-service communication, and more with examples from Uber, Spotify, and Netflix. Ideal for navigating technical and organizational shifts in microservices architecture. (666 words) - [Dynamic Authorization for AI Agents. A Guide to Fine-Grained Permissions in MCP Servers | Cerbos](/content/blog/dynamic-authorization-for-ai-agents-guide-to-fine-grained-permissions-mcp-servers.html): Learn how to building a secure MCP server where AI Agent tool access is managed by Cerbos, a decoupled, policy-driven Authorization service. You will learn how to enforce fine-grained authorization by externalizing access controls into human-readable policies. (1,262 words) - [Cerbos Is Now Available on AWS Marketplace | Cerbos](/content/news/cerbos-aws-marketplace/index.html): Cerbos authorization solution is now available on AWS Marketplace! AWS Marketplace gives you the opportunity to integrate Cerbos directly into your cloud workflows, simplifying procurement and allowing your Cerbos spend to go toward your AWS commitment. (445 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/news/front-end-happy-hour-podcast-leadership-startups-and-gtm-with-emre-baran.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [The Authorization Maturity Model: A CISO's Benchmark for 2026](/content/solutions/authorization-maturity-model-a-cisos-benchmark/index.html): The authorization maturity model for CISOs. Place your program on a 4-stage model, see your exposure to NIS2, DORA, and EU AI Act, and get a 90-day plan to move up. 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(930 words) - [Cerbos Playground - Prototype, test and share policies](/content/play/p/xhkoi82ffkk3yw60e2c806yvm0trkeje/index.html): Prototype, test and share Cerbos policies (284 words) - [Cerbos: Open-Source Authorization Layer & Access Control System](/content/news/new-tools-for-effortless-policy-creation-and-testing-in-cerbos-hub.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (18 words) - [Every Decision, Every Action Recorded | Cerbos](/content/features-benefits-and-use-cases/audit-logs/index.html): Collect and collate records of every action, decision, and change across all your Policy Decision Point instances. (169 words) - [What Is Cerbos? | Cerbos](/content/blog/what-is-cerbos/index.html): What Cerbos is, and why it should be the go to for authorization. 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Control tool access and data connector retrieval per user, role, and context with policy-as-code. (703 words) - [Vercel AI SDK + Cerbos | Authorize AI Tool Calls | Cerbos](/content/ecosystem/vercel-ai-sdk/index.html): Secure Vercel AI SDK applications with Cerbos authorization. Control which tools AI models can invoke per user, role, and context with policy-as-code. (490 words) - [Using Cerbos Authorization With JSON Web Tokens | Cerbos](/content/blog/json-web-tokens-authorization-cerbos/index.html): Learn how to implement Cerbos authorization in JWT, in a JavaScript application using Next.js. This guide demonstrates combining JSON Web Tokens for secure authentication and Cerbos' policy-based engine for robust authorization, enabling simple access control management for your APIs. (1,498 words) - [Install Cerbos With Homebrew | Local Development | Cerbos](/content/ecosystem/homebrew/index.html): Install the Cerbos PDP binary on macOS or Linux using Homebrew. 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(372 words) - [Authorization for Express Applications | Cerbos](/content/ecosystem/express/index.html): Implement fine-grained roles and permissions in your Express application with Cerbos (397 words) - [React Router Authorization With Cerbos | Policy-Based Access Control | Cerbos](/content/ecosystem/react-router/index.html): Add scalable, policy-driven authorization to your React Router application with Cerbos. Replace hard-coded permission checks with human-readable YAML policies. (410 words) - [Flash | Cerbos](/content/customers/flash/index.html): Flash eliminates authorization technical debt and doubles corporate card spending with Cerbos (1,825 words) - [Cerbos Authorization for Stytch | Cerbos](/content/ecosystem/cerbos-stytch/index.html): Combine Stytch B2B organization memberships, RBAC roles, and session data with Cerbos policy-as-code for resource-level authorization in your application. (524 words) - [Supabase Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-supabase/index.html): Use Supabase user metadata, JWT claims, and app_metadata to power fine-grained Cerbos authorization policies. Complement Row Level Security with application-level access control. (493 words) - [Authorization in Developer Workflows: Best Practices and Tools | Cerbos](/content/blog/authorization-in-workflows/index.html): Authorization can be a powerful enabler of developer creativity and seamless user experiences—but only when treated as a first-class workflow concern. Explore how modern authorization patterns can improve security, productivity, and the developer experience itself! (2,933 words) - [Deploy Cerbos on DigitalOcean | Cloud Authorization Deployment | Cerbos](/content/ecosystem/digitalocean/index.html): Deploy the Cerbos PDP on DigitalOcean. Run as a container on App Platform, a binary on Droplets, or within a managed Kubernetes cluster. (396 words) - [Deploy Cerbos on Fly.Io | Edge Authorization | Cerbos](/content/ecosystem/fly-io/index.html): Deploy the Cerbos PDP on Fly.io for multi-region, low-latency authorization. Stateless architecture makes global deployment straightforward. (362 words) - [Firebase Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-firebase/index.html): Use Firebase custom claims and user metadata to drive fine-grained Cerbos authorization policies. Replace complex Security Rules with testable, version-controlled policies. (594 words) - [Cerbos Authorization for Zitadel | Cerbos](/content/ecosystem/cerbos-zitadel/index.html): Combine Zitadel's project-based role model, organization grants, and custom metadata with Cerbos policy-as-code for resource-level authorization. (515 words) - [Run Cerbos With Docker | Container-Based Authorization | Cerbos](/content/ecosystem/docker/index.html): Run the Cerbos PDP as a Docker container. Pull the official image and start evaluating authorization policies in seconds. (347 words) - [Automating Cerbos Policy Deployments With BitBucket Pipelines | Cerbos](/content/blog/automating-cerbos-policy-deployments-with-bitbucket-pipelines.html): This guide shows you how to set up a BitBucket Pipeline to upload your Cerbos policies to a Cerbos Hub store automatically (307 words) - [Authorization for Gin Applications With Cerbos | Cerbos](/content/ecosystem/gin/index.html): Authorize Gin routes and handlers with Cerbos. Use the Go SDK to add fine-grained, policy-based access control to your Gin middleware chain. (456 words) - [Authorization for .NET Applications | Cerbos](/content/ecosystem/dotnet/index.html): Add Cerbos authorization to your ASP.NET or .NET application with the official NuGet package. Async/await API with strongly typed request and response models. (404 words) - [Authorization for Django Applications With Cerbos | Cerbos](/content/ecosystem/django/index.html): Authorize Django views and middleware with Cerbos. Use the Python SDK to add fine-grained, policy-based access control to your Django application. (502 words) - [How Cerbos Gave Utility Warehouse Control Over 4,500 Services and Millions of NHIs | Cerbos](/content/customers/utility-warehouse/non-human-identities/index.html): Using Cerbos, Utility Warehouse secured millions of non-human identity access decisions across thousands of services, moved to a Zero Trust model, and gained full visibility into every request - enabling scalable, observable, and consistent authorization across legacy systems, microservices, and third-party tools. (1,772 words) - [A Look Back at 2024 | Cerbos](/content/news/a-look-back-at-2024/index.html): Happy Holidays! Our 2024 was full of challenges, growth, and exciting milestones. Please join us in recapping some of our highlights from the year. (777 words) - [Complex | Cerbos](/content/customers/complex/index.html): Customer success story: NTWRK makes a complex access control system easy to manage with Cerbos (1,060 words) - [Convex + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/convex/index.html): Convert Cerbos authorization policies into native Convex query filters. Return only the data your users are authorized to see. (361 words) - [ChromaDB + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/chromadb/index.html): Convert Cerbos authorization policies into native ChromaDB query filters. Return only the data your users are authorized to see. (382 words) - [Cerbos Identity Enrichment for Neo4j | Cerbos](/content/ecosystem/cerbos-neo4j/index.html): Enrich Cerbos authorization decisions with relationship data from Neo4j. Team hierarchies, reporting chains, and resource ownership graphs available in your policies. (589 words) - [Authorization for FastAPI Applications With Cerbos | Cerbos](/content/ecosystem/fastapi/index.html): Implement fine-grained roles and permissions in your FastAPI application with Cerbos (317 words) - [Announcing ePDP Rules: Fine-Grained Control for Embedded Policy Bundles | Cerbos](/content/blog/epdp-rules-fine-grained-control-for-embedded-policy-bundles.html): Learn about ePDP Rules that have been released. Take advantage of fine-grained control over bundle composition and distribution. Deploy policies more broadly while maintaining security and performance. (612 words) - [WorkOS Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-workos/index.html): Use WorkOS Organizations, Directory Sync groups, and SSO profiles to drive fine-grained Cerbos authorization policies in B2B applications. (478 words) - [Cerbos Authorization for FusionAuth | Cerbos](/content/ecosystem/cerbos-fusionauth/index.html): Combine FusionAuth's flexible user model, application registrations, and custom data with Cerbos policy-as-code for resource-level authorization control. (544 words) - [Attribute-Based Access Control (ABAC) | Cerbos](/content/features-benefits-and-use-cases/abac/index.html): ABAC is an authorization model that controls access based on attributes of the user, the resource, the action, and the environment. This guide covers how it works, when to use it, and how to implement it with Cerbos. (1,362 words) - [Cerbos Authorization for SuperTokens | Cerbos](/content/ecosystem/cerbos-supertokens/index.html): Add fine-grained, policy-based authorization to SuperTokens self-hosted authentication. Use session claims, user metadata, and roles in Cerbos policies. (502 words) - [Elasticsearch + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/elasticsearch/index.html): Convert Cerbos authorization policies into native Elasticsearch query filters. Return only the data your users are authorized to see. (314 words) - [Salesroom | Cerbos](/content/customers/salesroom/index.html): Customer success story: Cerbos helps Salesroom save over $1MM worth of developer time (1,189 words) - [WSO2 API Manager + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-wso2/index.html): Enforce Cerbos authorization policies at the WSO2 API Manager API gateway. Fine-grained access control at the edge before requests reach your services. (352 words) - [Cerbos Route Extensions | Infrastructure Authorization Endpoints | Cerbos](/content/ecosystem/cerbos-route-extensions/index.html): Expose authorization endpoints for API gateways, service meshes, data platforms, and queues. Translate any authorization protocol into Cerbos policy evaluations. (447 words) - [Debite | Cerbos](/content/customers/debite/index.html): Customer success story: How Debite built scalable and reliable access controls with Cerbos (1,041 words) - [Thales Identity Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-thales/index.html): Extend Thales SafeNet Trusted Access with fine-grained Cerbos authorization. Use Thales identity attributes, group memberships, and scenario-based context to drive resource-level access decisions in your applications. (488 words) - [Cerbos | Form | Cerbos](/content/forms/1xmhahfcxqp-r2djmfwsqqwc2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (10 words) - [Loop | Cerbos](/content/customers/withloop/index.html): Customer success story: Loop secures air-gapped cash deposit machines with Cerbos (983 words) - [SecureAuth Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-secureauth/index.html): Extend SecureAuth's adaptive authentication with fine-grained Cerbos authorization. Use SecureAuth's identity attributes, risk scores, and group memberships to drive resource-level access decisions. (468 words) - [Cerbos Authorization for Ping Identity | Cerbos](/content/ecosystem/cerbos-ping-identity/index.html): Extend Ping Identity enterprise authentication with fine-grained, resource-level authorization powered by Cerbos. Use PingOne attributes, populations, and federated identities in your access policies. (487 words) - [Cerbos Proxy Extensions | Transparent Request Enrichment | Cerbos](/content/ecosystem/cerbos-proxy-extensions/index.html): Enrich Cerbos authorization requests with principal attributes, resource metadata, and contextual data from any source — without changing application code. (523 words) - [Supy | Cerbos](/content/customers/supy/index.html): Customer success story: Supy offers dynamic role management to their clients with Cerbos (1,022 words) - [Zuplo API Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-zuplo/index.html): Enforce Cerbos authorization policies at the Zuplo API Gateway. Fine-grained access control at the edge before requests reach your services. (349 words) - [Magic Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-magic/index.html): Pair Magic's passwordless authentication with Cerbos policy-based authorization. Use Magic identity tokens to drive fine-grained access decisions in your applications. (498 words) - [Curity Identity Server Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-curity/index.html): Combine Curity Identity Server's token procedures and claims customization with Cerbos policy-based authorization. Use Curity's rich token claims to drive fine-grained access decisions for your APIs. (502 words) - [MySQL + Cerbos | Context-Enriched Authorization | Cerbos](/content/ecosystem/cerbos-mysql/index.html): Enrich Cerbos authorization decisions with real-time context from MySQL. Richer policies, zero application code changes. (370 words) - [4G Capital | Cerbos](/content/customers/4g-capital/index.html): Customer success story: 4G Capital saves a quarter-million dollars per year with Cerbos (1,047 words) - [Gloo Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-gloo-gateway/index.html): Enforce Cerbos authorization policies at Gloo Gateway. Built on Envoy's ext_authz protocol for native integration. (459 words) - [Cerbos Authorization for Istio Service Mesh | Cerbos](/content/ecosystem/cerbos-istio/index.html): Extend Cerbos fine-grained authorization to your Istio service mesh. Enforce unified policies for service-to-service communication. (583 words) - [Mongoose + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/cerbos-mongoose/index.html): Convert Cerbos authorization policies into native Mongoose query filters. Return only the data your users are authorized to see. (396 words) - [SQLAlchemy + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/cerbos-sqlalchemy/index.html): Convert Cerbos authorization policies into native SQLAlchemy query filters. Return only the data your users are authorized to see. (354 words) - [LDAP Authorization With Cerbos | Directory-Based Access Control | Cerbos](/content/ecosystem/cerbos-ldap/index.html): Use LDAP directory attributes, group memberships, and organizational units to power fine-grained Cerbos authorization policies. (438 words) - [Keycloak Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-keycloak/index.html): Use Keycloak realm roles, client roles, and group hierarchies to power fine-grained Cerbos authorization policies. Keep identity in Keycloak and access control in Cerbos. (514 words) - [Cerbos Authorization for Envoy External Authorization | Cerbos](/content/ecosystem/cerbos-envoy/index.html): Enforce fine-grained, policy-driven authorization at the Envoy proxy layer with Cerbos. Unified policies across your application and infrastructure. (564 words) - [Gravitee API Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-gravitee/index.html): Enforce Cerbos authorization policies at the Gravitee API Gateway. Fine-grained access control at the edge before requests reach your services. (435 words) - [Cerbos Authorization for Apache Kafka | Cerbos](/content/ecosystem/cerbos-kafka/index.html): Enforce fine-grained topic-level and consumer-group access control on Apache Kafka with Cerbos policies. Unified authorization across application and data layers. (581 words) - [JWT Authorization With Cerbos | Policy-Based Access Control From Token Claims | Cerbos](/content/ecosystem/cerbos-jwt/index.html): Cerbos natively extracts claims from JSON Web Tokens issued by any identity provider. Use JWT roles, groups, and custom claims to drive fine-grained authorization policies. (515 words) - [Tyk Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-tyk/index.html): Enforce Cerbos authorization policies at the Tyk Gateway. Fine-grained access control at the edge before requests reach your services. (303 words) - [Cerbos for Kubernetes Admission Control | Cerbos](/content/ecosystem/cerbos-k8s-admission/index.html): Enforce deployment policies in Kubernetes with Cerbos admission control. Validate workloads, enforce security baselines, and govern cluster operations with unified policies. (535 words) - [GitLab CI/CD + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-gitlab-runners/index.html): Automate Cerbos policy deployments with GitLab Runners. Push policies to Cerbos Hub on every merge with a simple pipeline configuration. (422 words) - [Descope Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-descope/index.html): Pair Descope's authentication and user management with Cerbos policy-based authorization. Use Descope JWT claims, roles, and tenant data to drive fine-grained access decisions. (462 words) - [Broadcom Layer7 API Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-layer7/index.html): Enforce Cerbos authorization policies at the Broadcom Layer7 API Gateway. Fine-grained access control at the edge before requests reach your services. (364 words) - [Contour + Cerbos | Kubernetes Ingress Authorization | Cerbos](/content/ecosystem/cerbos-contour/index.html): Enforce Cerbos authorization policies at the Contour ingress controller. Built on Envoy's ext_authz protocol for native integration. (449 words) - [Gluu Server Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-gluu/index.html): Pair Gluu Server's open source identity platform with Cerbos policy-based authorization. Use Gluu's OpenID Connect claims, LDAP groups, and custom attributes in fine-grained access decisions. (488 words) - [GitHub Actions + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-github-actions/index.html): Automate Cerbos policy deployments with GitHub Actions. Push policies to Cerbos Hub on every merge with a simple workflow. (414 words) - [PostgreSQL + Cerbos | Context-Enriched Authorization | Cerbos](/content/ecosystem/cerbos-postgresql/index.html): Enrich Cerbos authorization decisions with real-time context from PostgreSQL. Richer policies, zero application code changes. (370 words) - [Cerbos Identity Enrichment for Microsoft Entra ID | Cerbos](/content/ecosystem/cerbos-entra-enrichment/index.html): Enrich Cerbos authorization decisions with real-time user data from Microsoft Entra ID. Security groups, directory roles, and organizational data available in your policies. (543 words) - [Cerbos Policy Decision Point: Open-Source Authorization Solution | Cerbos](/content/product-cerbos-pdp/index.html): Cerbos PDP, the scalable, open-source authorization layer, gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (1,030 words) - [BarrierSystems | Cerbos](/content/customers/barriersystems/index.html): BarrierSystems integrates Cerbos into smart vehicle access gates, cutting internal costs by 15% (531 words) - [Cerbos External API Context Source | Cerbos](/content/ecosystem/cerbos-external-api/index.html): Enrich Cerbos authorization decisions with data from any external API. Fetch user attributes, resource metadata, and external state at decision time with caching and configurable TTLs. (528 words) - [Emissary-Ingress + Cerbos | Kubernetes API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-emissary-ingress/index.html): Enforce Cerbos authorization policies at the Emissary-Ingress API gateway. Built on Envoy's ext_authz protocol for native integration. (416 words) - [Kong Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-kong/index.html): Enforce Cerbos authorization policies at the Kong Gateway. Fine-grained access control at the edge before requests reach your services. (337 words) - [AWS App Mesh + Cerbos | Service Mesh Authorization | Cerbos](/content/ecosystem/cerbos-aws-app-mesh/index.html): Enforce Cerbos authorization policies within AWS App Mesh. Built on Envoy's ext_authz protocol for native integration. (481 words) - [Agent2Agent (A2A) + Cerbos | Multi-Agent Authorization | Cerbos](/content/ecosystem/a2a/index.html): Secure Agent2Agent protocol interactions with Cerbos authorization. Control inter-agent communication, capability sharing, and data exchange with fine-grained policies. (670 words) - [Cloudflare + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-cloudflare/index.html): Enforce Cerbos authorization policies at the Cloudflare edge. Fine-grained access control at the edge before requests reach your services. (357 words) - [Agent Gateway + Cerbos | AI Agent Authorization | Cerbos](/content/ecosystem/agent-gateway/index.html): Secure Agent Gateway traffic with Cerbos authorization. Control MCP tool access, A2A delegation, and LLM routing with fine-grained policies. (642 words) - [Cerbos Partner Programme | Cerbos](/content/partner-programme/index.html): Authorization is hard to build and harder to maintain. Partnering with Cerbos, the authorization management platform, lets you give customers a proven answer, and open a new line of revenue at the same time. (524 words) - [Duende IdentityServer Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-duende/index.html): Pair Duende IdentityServer's OpenID Connect tokens with Cerbos policy-based authorization. Use claims, scopes, and client credentials from Duende to drive fine-grained access decisions in .NET applications. (500 words) - [Consul Connect + Cerbos | Service Mesh Authorization | Cerbos](/content/ecosystem/cerbos-consul-connect/index.html): Enforce Cerbos authorization policies within Consul Connect's service mesh. Built on Envoy's ext_authz protocol for native integration. (435 words) - [Cerbos Identity Enrichment for AWS Cognito | Cerbos](/content/ecosystem/cerbos-cognito-enrichment/index.html): Enrich Cerbos authorization decisions with real-time user data from AWS Cognito. Group memberships, custom attributes, and user profiles available in your policies. (502 words) - [Deploy Cerbos on Azure AKS | Managed Kubernetes Authorization | Cerbos](/content/ecosystem/azure-aks/index.html): Deploy the Cerbos PDP on Azure Kubernetes Service with Helm or Kubernetes manifests. Stateless, horizontally scalable authorization on managed Kubernetes. (380 words) - [EmpowerID Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-empowerid/index.html): Extend EmpowerID's identity governance with fine-grained, policy-based authorization from Cerbos. Use EmpowerID roles, group memberships, and delegated access in Cerbos policies. (444 words) - [Buildkite + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-buildkite/index.html): Automate Cerbos policy deployments with Buildkite. Push policies to Cerbos Hub on every merge with a simple pipeline configuration. (403 words) - [Authorization for Flask Applications With Cerbos | Cerbos](/content/ecosystem/flask/index.html): Authorize Flask routes and request handlers with Cerbos. Use the Python SDK to add fine-grained, policy-based access control to your Flask application. (475 words) - [Deploy Cerbos on Elastic Beanstalk | Managed Platform Authorization | Cerbos](/content/ecosystem/amazon-elastic-beanstalk/index.html): Deploy the Cerbos PDP on Amazon Elastic Beanstalk. Run Cerbos as a container alongside your application in a managed platform environment. (397 words) - [Cerbos on AWS Lambda | Serverless Authorization | Cerbos](/content/ecosystem/amazon-lambda/index.html): Run the Cerbos PDP natively inside AWS Lambda functions. Embedded authorization with no sidecar, no network hop, and sub-millisecond policy evaluation. (436 words) - [CircleCI + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-circleci/index.html): Automate Cerbos policy deployments with CircleCI. Push policies to Cerbos Hub on every merge with a simple workflow configuration. (417 words) - [Subscribe to Our Updates | Cerbos](/content/subscribe/index.html): Let's keep in touch! (184 words) - [AWS API Gateway + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-aws-api-gateway/index.html): Enforce Cerbos authorization policies at the AWS API Gateway. Fine-grained access control at the edge before requests reach your services. (353 words) - [Deploy Cerbos on Amazon EKS | Managed Kubernetes Authorization | Cerbos](/content/ecosystem/amazon-eks/index.html): Deploy the Cerbos PDP on Amazon EKS with Helm or Kubernetes manifests. Stateless, horizontally scalable authorization on managed Kubernetes. (397 words) - [Apigee + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-apigee/index.html): Enforce Cerbos authorization policies at the Apigee API gateway. Fine-grained access control at the edge before requests reach your services. (330 words) - [Azure API Management + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-azure-api-management/index.html): Enforce Cerbos authorization policies at the Azure API Management gateway. Fine-grained access control at the edge before requests reach your services. (319 words) - [Bitbucket Pipelines + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-bitbucket-pipelines/index.html): Automate Cerbos policy deployments with Bitbucket Pipelines. Push policies to Cerbos Hub on every merge with a simple pipeline configuration. (375 words) - [Deploy Cerbos on Azure Container Apps | Managed Container Authorization | Cerbos](/content/ecosystem/azure-container-apps/index.html): Deploy the Cerbos PDP on Azure Container Apps. Run the official container image as a managed service with automatic scaling and traffic splitting. (396 words) - [Customers | Cerbos](/content/customers/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (463 words) - [How to Choose the Right AuthZ and AuthN Deployment Model | Cerbos](/content/ebooks-webinars/choosing-the-right-authentication-and-authorization-deployment.html): Self-hosted, cloud, or SaaS? Learn how to find the best fit for security, control, and scalability (609 words) - [Deploy Cerbos on Amazon EC2 | VM-Based Authorization | Cerbos](/content/ecosystem/amazon-ec2/index.html): Deploy the Cerbos PDP on Amazon EC2 instances. Run as a binary or container with full control over instance configuration and scaling. (417 words) - [Deploy Cerbos on Amazon ECS | Container Authorization | Cerbos](/content/ecosystem/amazon-ecs/index.html): Deploy the Cerbos PDP on Amazon ECS as a standalone task or sidecar container. Stateless, scalable authorization for containerized workloads. (438 words) - [Decoupled Authorization With Cerbos | Cerbos](/content/features-benefits-and-use-cases/decoupled-authorization/index.html): Escape the chaos of intertwined authorization logic. Empower developers to focus on what truly matters: delivering exceptional products. Simplify, secure, and save with Cerbos. (474 words) - [Derived Roles | Cerbos](/content/features-benefits-and-use-cases/derived-roles/index.html): Harness the power of context-driven roles with Cerbos. Adapt to real-time changes and ensure precise access controls tailored to each user's unique situation. (287 words) - [Deploy Cerbos on Azure VMs | VM-Based Authorization | Cerbos](/content/ecosystem/azure-virtual-machine/index.html): Deploy the Cerbos PDP on Azure Virtual Machines. Run as a binary or container with full control over VM configuration and scaling. (444 words) - [WebAssembly (WASM) Embedded Policy Decision Points | Cerbos](/content/features-benefits-and-use-cases/wasm-embedded-pdp/index.html): Cerbos Hub introduces a unique, flexible approach to authorization by leveraging WebAssembly (WASM) for embedded Policy Decision Points (PDPs). (340 words) - [Access Control for Complex Energy and Utility Platforms | Cerbos](/content/utilities/index.html): Manage permissions across energy supply, billing, customer accounts, and multi service utility products. (607 words) - [Authorization for ASP.NET Applications With Cerbos | Cerbos](/content/ecosystem/aspnet/index.html): Authorize ASP.NET controllers and endpoints with Cerbos. Use the .NET SDK to add fine-grained, policy-based access control to your ASP.NET application. (437 words) - [Role-Based Access Control (RBAC) | Cerbos](/content/features-benefits-and-use-cases/rbac/index.html): Ensure that only users with a specific role can access certain resources or perform specific actions. (716 words) - [IDE Plugins | Cerbos](/content/features-benefits-and-use-cases/ide-plugins/index.html): Accelerate your development workflow and ensure that your policies are error-free with real-time syntax checking. (183 words) - [Zero Trust Security | Cerbos](/content/features-benefits-and-use-cases/zero-trust-security/index.html): Adopt a security model that assumes breach and verifies every request. (405 words) - [Trademark Guidelines | Cerbos](/content/trademark-guidelines/index.html): Guidelines for using the Cerbos and cerbos word marks and logos owned by Zenauth Ltd. Covers acceptable use in unmodified and modified code, compatible products, user groups, domain names, and correct display and attribution. (937 words) - [Simplified Policy Testing and Distribution | Cerbos](/content/features-benefits-and-use-cases/simplified-policy-testing-and-distribution/index.html): A fully managed pipeline for validating, testing and rolling out policy updates. (249 words) - [Privacy Policy | Cerbos](/content/privacy-policy/index.html): How Cerbos collects and processes personal data under GDPR, including the information gathered, cookies, log files, and geo-location, how it is secured and shared, and your rights to access, correct, delete, or port your data. (624 words) - [Fine-Grained Authorization for Fintech | Cerbos](/content/fintech/index.html): Centralized, fine grained authorization for fintech that keeps you secure, audit-ready, and safe as AI enters production. (550 words) - [Mastering Authorization in Fintech | Cerbos](/content/ebooks-webinars/mastering-authorization-in-fintech/index.html): How to build dynamic, real-time, regulation-compliant access control at scale (406 words) - [Streamlined Administration With the Admin API | Cerbos](/content/features-benefits-and-use-cases/admin-api/index.html): Programmatically manage authorization logic by dynamically adding or updating policies in real-time with Cerbos' admin API. (186 words) - [Secure Your Architecture With Externalized Authorization | Cerbos](/content/for-architects/index.html): Architect robust and scalable externalized authorization with Cerbos' Policy Decision Point and managed Policy Administration Point, meeting your Zero Trust objectives. (957 words) - [Role Policies With Cerbos | Cerbos](/content/features-benefits-and-use-cases/role-policies/index.html): Author permissions from a role’s point of view, not just the resource, and enforce least privilege by default. (321 words) - [Authorize Anywhere With Cerbos Hub | Cerbos](/content/features-benefits-and-use-cases/authorize-anywhere/index.html): With the power of WebAssembly, empower your authorization with on-device and edge capabilities. (295 words) - [Scoped Policies With Cerbos | Cerbos](/content/features-benefits-and-use-cases/scoped-policies/index.html): Tailor your authorization to specific contexts. With Cerbos' scoped policies, achieve granular control, ensuring the right access for the right scenario. (240 words) - [Embed Authorization Anywhere With Cerbos Hub | Cerbos](/content/features-benefits-and-use-cases/embed-anywhere/index.html): With the power of WebAssembly, empower your authorization with on-device and edge capabilities. (234 words) - [Cerbos | Form | Cerbos](/content/forms/1w0ge3q4htheacjilmw7xdac2voq/index.html): Our scalable, open-source authorization layer gives your product secure, decoupled, extensible access controls. Get started with Cerbos today. (10 words) - [Empower Enterprise Organizations With Cerbos | Cerbos](/content/features-benefits-and-use-cases/support-enterprise-organizations/index.html): Navigate the intricate maze of enterprise structures, from departments to global geographies, with Cerbos' powerful and intuitive policies. (210 words) - [Stateless Authorization | Cerbos](/content/features-benefits-and-use-cases/stateless-authorization/index.html): Empower your applications with Cerbos' stateless authorization, ensuring real-time access decisions without the overhead of managing application states. (198 words) - [Permissions-Aware Data Filtering | Cerbos](/content/features-benefits-and-use-cases/permission-aware-data-filtering/index.html): Filter data according to user access privileges when fetching records from the data storage. (276 words) - [Flexible Policy Conditions Powered by Google CEL | Cerbos](/content/features-benefits-and-use-cases/flexible-policy-conditions-powered-by-google-cel/index.html): Experiment with writing CEL conditions, enjoy a seamless policy development experience. (211 words) - [Boundless Scalability for Modern Authorization | Cerbos](/content/features-benefits-and-use-cases/scalability/index.html): Empower your enterprise with Cerbos - a solution designed to grow with you, ensuring robust authorization from day one and beyond. (302 words) - [Flexible Deployment With Low-Latency | Cerbos](/content/features-benefits-and-use-cases/flexible-deployment-models/index.html): Maximize efficiency and responsiveness with Cerbos' adaptable deployment models. Seamlessly integrate into your infrastructure, ensuring instantaneous authorization checks. (258 words) - [Seamless Authorization With GitOps & CI/CD | Cerbos](/content/features-benefits-and-use-cases/gitops-and-ci-cd/index.html): Elevate your authorization workflows with Cerbos, integrating the power of GitOps and CI/CD for reliable, testable, and streamlined policy deployments. (252 words) - [Illuminate Your Authorization With Advanced Observability | Cerbos](/content/features-benefits-and-use-cases/advanced-observability/index.html): Gain unparalleled insights into your authorization processes with Cerbos, ensuring transparency, efficiency, and security at every step. (159 words) - [Legacy Application Authorization | Cerbos](/content/features-benefits-and-use-cases/legacy-application-authorization/index.html): Secure legacy apps with policy-based authorization, audit trails, and context-aware access control. (78 words) - [Webinars and eBooks | Cerbos](/content/ebooks-webinars/index.html): Explore expert-led webinars, eBooks, and other resources on access control, authorization, security, and software architecture. (156 words) - [Authorization for Regulated Insurance Systems | Cerbos](/content/insurance/index.html): Control who can approve claims, change policies, and access sensitive customer and health data with fine grained authorization (490 words) - [Deploy Cerbos on Render | Cloud Authorization Deployment | Cerbos](/content/ecosystem/render/index.html): Deploy the Cerbos PDP on Render. Run the official container image as a managed web service with automatic TLS and health checks. (393 words) - [Testable Authorization With Cerbos | Cerbos](/content/features-benefits-and-use-cases/testable-authorization/index.html): Ensure the accuracy and reliability of your authorization policies. With Cerbos, get real-time feedback, continuous testing, and a collaborative IDE for a seamless and confident policy development experience. (287 words) - [Read–Eval–Print Loop (REPL) | Cerbos](/content/features-benefits-and-use-cases/read-eval-print-loop-repl/index.html): Developer tooling to quickly test and evaluate policy and conditions. (214 words) - [Authorization for GraphQL Applications | Cerbos](/content/ecosystem/graphql/index.html): Integrate Cerbos authorization service with your GraphQL application for fine-grained, low-maintenance access controls that scale from startup to enterprise. (809 words) - [Recap of Webinar: "Business Case for Externalized Authorization" | Cerbos](/content/blog/recap-of-webinar-business-case-for-externalized-authorization.html): Alex Olivier and Dan Maher discuss the complexities of managing user permissions as businesses grow. They highlighted external authorization as a scalable and flexible solution that enhances security, supports compliance, and streamlines operations, fostering sustainable growth and efficient access control. (436 words) - [On-Premise & Air-Gapped | Cerbos](/content/features-benefits-and-use-cases/on-premise-air-gapped/index.html): Run Cerbos Hub inside your environment. Keep policies and audit data under your control. (83 words) - [Cerbos Playgrounds | Cerbos](/content/features-benefits-and-use-cases/cerbos-playground/index.html): Experiment, learn, and prototype with our interactive authorization sandbox. Write, test, and debug Cerbos policies in your browser or in your Cerbos Hub account. (593 words) - [Contributor Covenant Code of Conduct | Cerbos](/content/code-of-conduct/index.html): Code of Conduct for those who are willing to contribute to Cerbos. (700 words) - [Coordinated Rollout and Monitoring | Cerbos](/content/features-benefits-and-use-cases/coordinated-rollout-and-monitoring/index.html): Seamlessly coordinate, rollout, and monitor your authorization policies with Cerbos Hub. (213 words) - [Align With Top-Tier Security Standards Using Cerbos | Cerbos](/content/features-benefits-and-use-cases/security-standards/index.html): Ensure you are able to easily demonstrate your compliance with international security standards through Cerbos' policies and audit logs. (226 words) - [AuthZEN Standard for Fine-Grained Authorization | Cerbos](/content/authzen/index.html): AuthZEN is the new OpenID Foundation standard that makes authorization interoperable across apps, APIs, and services. Learn how to adopt it at your org. (316 words) - [Centralized Management | Cerbos](/content/features-benefits-and-use-cases/centralized-management/index.html): Unify your authorization strategy in one central hub. (170 words) - [Deploy Cerbos on Kubernetes | Cloud-Native Authorization | Cerbos](/content/ecosystem/kubernetes/index.html): Deploy the Cerbos PDP on Kubernetes as a service or sidecar. Stateless, horizontally scalable, with built-in health checks and observability. (378 words) - [Trusted Tester Agreement | Cerbos](/content/trusted-tester-agreement/index.html): Terms for joining the Cerbos trusted tester program to trial pre-release Test Products. Covers the testing licence, feedback and data rights, confidentiality, as-is warranties, liability limits, and how participation stays separate from other agreements. (902 words) - [Nook | Cerbos](/content/customers/nook/index.html): Customer success story: How Cerbos helped Nook build secure and extensible roles and permissions (1,194 words) - [9fin | Cerbos](/content/customers/9fin/index.html): Customer success story: 9fin modifies product packaging in 10 minutes with Cerbos (1,133 words) - [Your Data Never Leaves Your Environment | Cerbos](/content/features-benefits-and-use-cases/private-by-design/index.html): With Cerbos, your data never leaves your environment, giving you complete control and peace of mind. (179 words) - [Human-Readable Authorization With Cerbos | Cerbos](/content/features-benefits-and-use-cases/human-readable-authorization/index.html): Empower your teams with Cerbos' low-code, human-readable configuration. Implement and adapt policies with clarity and ease. (220 words) - [Product Packaging | Feature Gating & Entitlements | Cerbos | Cerbos](/content/features-benefits-and-use-cases/product-packaging/index.html): Control which features are available to which customers using authorization policy. Trials, tiers, custom bundles, and enterprise contracts without hardcoding. (687 words) - [No Cloud or Vendor Lock-in With Cerbos | Cerbos](/content/features-benefits-and-use-cases/no-cloud-vendor-lock-in/index.html): Maintain full control over your authorization processes. Deploy on any platform, ensuring independence and adaptability. (133 words) - [Access Control for Agentic Commerce | Cerbos](/content/features-benefits-and-use-cases/agentic-commerce/index.html): Authorize every AI agent transaction before money moves. Control agent purchases, refunds, and subscriptions with policy based access control. (5,205 words) - [FAQ | Cerbos](/content/faq/index.html) (1,055 words) - [Personalized Access Control for Every SaaS Tenant | Cerbos](/content/features-benefits-and-use-cases/per-tenant-custom-policies/index.html): Define and manage tenant-specific policies dynamically for every tenant, customer, or organizational unit with Cerbos Hub. Scalable permission management for SaaS. (788 words) - [Scalable NHI Permission Management | Cerbos](/content/features-benefits-and-use-cases/authorization-non-human-identities/index.html): Secure every workload, microservice, AI agent, and API client in your architecture with real-time, policy-driven authorization. (1,421 words) - [Permissions-Aware Authorization for RAG Pipelines | Cerbos | Cerbos](/content/features-benefits-and-use-cases/access-control-for-rag/index.html): Control what data enters your AI prompts. Cerbos enforces user-level permissions at the retrieval layer so your RAG systems only surface authorized information. (1,123 words) - [Application Permissions | Fine-Grained Access Control | Cerbos | Cerbos](/content/features-benefits-and-use-cases/application-permissions/index.html): Implement fine-grained, context-aware application permissions with Cerbos. Replace scattered permission checks with a single API call. RBAC, ABAC, and policy-based access control. (651 words) - [LangChain + Cerbos | Authorize AI Agent Tool Calls | Cerbos](/content/ecosystem/langchain/index.html): Secure LangChain AI agents with Cerbos authorization. Control tool access per user, role, and context with human-readable YAML policies. (636 words) - [Enterprise-Grade Authorization for MCP Servers | Cerbos](/content/features-benefits-and-use-cases/dynamic-authorization-for-mcp-servers/index.html): The Model Context Protocol promises powerful AI applications, but most implementations hit the same wall: how do you safely expose dangerous tools like database operations, financial transactions, or system controls? The answer isn't limiting your AI's capabilities - it's controlling them intelligently. Secure your MCP server tools from day one, using the Cerbos centralized authorization layer. (1,148 words) - [OpenAI Agents SDK + Cerbos | Authorize AI Agent Tool Calls | Cerbos](/content/ecosystem/openai-agents-sdk/index.html): Secure OpenAI Agents SDK applications with Cerbos authorization. Control which tools agents can invoke per user, role, and context with policy-as-code. (643 words) - [Cerbos Identity Enrichment for Keycloak | Cerbos](/content/ecosystem/cerbos-keycloak-enrichment/index.html): Enrich Cerbos authorization decisions with real-time user data from Keycloak. Realm roles, client roles, group hierarchies, and user attributes available in your policies. (544 words) - [Glossary | Cerbos](/content/glossary/index.html) (392 words) - [Talk Through Your Authorization With Our Experts | Cerbos](/content/workshop/index.html): Talk through your authorization with our experts (4,834 words) - [LangGraph + Cerbos | Authorize AI Agent Workflows | Cerbos](/content/ecosystem/langgraph/index.html): Secure LangGraph multi-step agent workflows with Cerbos authorization. Control tool access and state transitions per user, role, and context. (660 words) - [Authorization for Next.Js Applications With Cerbos | Cerbos](/content/ecosystem/nextjs/index.html): Add fine-grained authorization to Next.js with Cerbos. Enforce policy-based access control in middleware, server components, API routes, and server actions. (513 words) - [Secure Your MCP Server: Talk to an Engineer | Cerbos](/content/secure-your-mcp-server-workshop/index.html): MCP servers unlock powerful capabilities, allowing AI agents to interact with external tools and APIs. (300 words) - [Cerbos Data Source Extensions | Reusable Data Connectors | Cerbos](/content/ecosystem/cerbos-data-source-extensions/index.html): Connect any data store to the Cerbos authorization pipeline. Reusable connectors with built-in caching that route, proxy, and Envoy extensions call to fetch context data. (538 words) - [Deploy Cerbos on Railway | Platform Authorization Deployment | Cerbos](/content/ecosystem/railway/index.html): Deploy the Cerbos PDP on Railway. Deploy the official container image with managed networking and automatic restarts. (382 words) - [Self-Hosted on-Premise Cerbos Hub | Cerbos](/content/features-benefits-and-use-cases/self-hosted-authorization/index.html): Run Cerbos Hub inside your environment. Keep policies and audit data under your control while managing authorization centrally across apps, AI agents, services, and workloads. (716 words) - [Cerbos Authorization for Apache Trino | Cerbos](/content/ecosystem/cerbos-trino/index.html): Enforce fine-grained catalog, schema, and table-level access control on Apache Trino with Cerbos. Unified authorization for your data platform and application layer. (624 words) - [Deploy Cerbos on GKE | Managed Kubernetes Authorization | Cerbos](/content/ecosystem/google-cloud-gke/index.html): Deploy the Cerbos PDP on Google Kubernetes Engine with Helm or Kubernetes manifests. Stateless, horizontally scalable authorization on managed Kubernetes. (401 words) - [AWS Cognito Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-aws-cognito/index.html): Use AWS Cognito user pool groups, custom attributes, and federated identities to power fine-grained Cerbos authorization policies. Keep identity in Cognito and access control in Cerbos. (558 words) - [Cerbos Authorization for Kinde | Cerbos](/content/ecosystem/cerbos-kinde/index.html): Combine Kinde organizations, permissions, feature flags, and custom properties with Cerbos policy-as-code for resource-level authorization in your application. (551 words) - [Cerbos Authorization for Ory | Cerbos](/content/ecosystem/cerbos-ory/index.html): Combine Ory Kratos identity schemas and session traits with Cerbos policy-as-code for fine-grained, resource-level authorization in your application. (582 words) - [Authorization for Python Applications | Cerbos](/content/ecosystem/python/index.html): Integrate Cerbos with your application and make authorization checks with a simple API call in your codebase using the Python SDK. (768 words) - [Authorization for Ruby Applications | Cerbos](/content/ecosystem/ruby/index.html): Add Cerbos authorization to your Ruby application with the official gem. Idiomatic Ruby API for making authorization checks against the Cerbos PDP. (448 words) - [Authorization for Gorilla Mux Applications With Cerbos | Cerbos](/content/ecosystem/gorilla/index.html): Authorize Gorilla Mux routes and handlers with Cerbos. Use the Go SDK to add fine-grained, policy-based access control to your HTTP middleware chain. (520 words) - [Clerk Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-clerk/index.html): Use Clerk session claims, Organizations, and user metadata to power fine-grained Cerbos authorization in your Next.js or React application. (508 words) - [Google Identity Platform Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-google-identity-platform/index.html): Use Google Identity Platform custom claims, tenant context, and user metadata to drive fine-grained Cerbos authorization policies in your applications. (555 words) - [Spring Data JPA + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/spring-data-jpa/index.html): Convert Cerbos authorization policies into native Spring Data JPA query filters. Return only the data your users are authorized to see. (385 words) - [Okta Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-okta/index.html): Use Okta group memberships, profile attributes, and app assignments to power fine-grained Cerbos authorization policies. Okta handles identity, Cerbos handles access control. (528 words) - [Claude Code + Cerbos | Govern AI Coding Agents With Policy-Driven Authorization | Cerbos](/content/ecosystem/claude-code/index.html): Control what Claude Code agents can do across your org. Enforce tool-level RBAC, block dangerous commands, protect sensitive files, and audit every decision with Cerbos. (712 words) - [CrewAI + Cerbos | Authorize Multi-Agent Tool Access | Cerbos](/content/ecosystem/crewai/index.html): Secure CrewAI multi-agent workflows with Cerbos authorization. Control which tools each agent can invoke based on role, task, and context. (648 words) - [Semantic Kernel + Cerbos | Authorize AI Function Calls | Cerbos](/content/ecosystem/semantic-kernel/index.html): Secure Semantic Kernel applications with Cerbos authorization. Control which plugins and functions AI agents can invoke per user, role, and context. (645 words) - [Aperture by Tailscale + Cerbos | Zero Trust AI Agent Authorization | Cerbos](/content/ecosystem/aperture-by-tailscale/index.html): Secure AI agents routed through Aperture by Tailscale with Cerbos authorization. Control tool access, enforce least privilege, and audit every agent action with policy-as-code. (454 words) - [Introducing Updates to Cerbos PDP | Cerbos](/content/blog/updates-to-cerbos-pdp-open-source-authorization-solution.html): Cerbos PDP, a policy decision point, is an authorization layer that can evolve as your product grows. It enables developers to define powerful, context-aware access control in simple, intuitive, and testable policies. (490 words) - [Cerbos Identity Enrichment for Okta | Cerbos](/content/ecosystem/cerbos-okta-enrichment/index.html): Enrich Cerbos authorization decisions with real-time user data from Okta. Group memberships, profile attributes, and application assignments available in your policies. (513 words) - [Prisma + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/cerbos-prisma/index.html): Convert Cerbos authorization policies into native Prisma query filters. Return only the data your users are authorized to see. (363 words) - [Cerbos on Cloudflare Workers | Edge Authorization | Cerbos](/content/ecosystem/cloudflare-workers/index.html): Run Cerbos authorization inside Cloudflare Workers. Policy-driven access control at the edge with no origin round-trip required. (452 words) - [SQLite + Cerbos | Context-Enriched Authorization | Cerbos](/content/ecosystem/cerbos-sqlite/index.html): Enrich Cerbos authorization decisions with real-time context from SQLite. Richer policies, zero application code changes. (370 words) - [Authorization for Nuxt Applications With Cerbos | Cerbos](/content/ecosystem/nuxt/index.html): Authorize Nuxt server routes and middleware with Cerbos. Enforce fine-grained access control in Nitro server handlers using human-readable YAML policies. (488 words) - [How It Works | Cerbos](/content/how-it-works/index.html): How Cerbos integrates into your app (59 words) - [Drizzle ORM + Cerbos | Authorization-Aware Data Filtering | Cerbos](/content/ecosystem/drizzle/index.html): Convert Cerbos authorization policies into native Drizzle ORM query filters. Return only the data your users are authorized to see. (373 words) - [Authentik Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-authentik/index.html): Pair Authentik's open source identity provider with Cerbos policy-based authorization. Use Authentik groups, property mappings, and custom claims to drive fine-grained access decisions in your applications. (480 words) - [Litestream + Cerbos | Context-Enriched Authorization | Cerbos](/content/ecosystem/cerbos-litestream/index.html): Enrich Cerbos authorization decisions with real-time context from Litestream. Richer policies, zero application code changes. (362 words) - [Auth0 Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-auth0/index.html): Use Auth0 Actions, Organizations, and role assignments to drive fine-grained Cerbos authorization policies. Keep authentication in Auth0 and authorization in Cerbos. (494 words) - [For Product Teams - Plug and Play Collaborative Authorization | Cerbos](/content/for-product-teams/index.html): Define and evolve complex policies without requiring further developer time. (5,307 words) - [rss/index.html](/content/rss/index.html) (22 words) - [Authorization for JavaScript and TypeScript Applications | Cerbos](/content/ecosystem/javascript/index.html): Add authorization to your Node.js, edge, or browser application with the Cerbos JavaScript SDK. Promise-based API with full TypeScript type definitions. (436 words) - [Cerbos' Features, Benefits and Use Cases | Cerbos](/content/features-benefits-and-use-cases/index.html): Discover Cerbos' features, benefits and use cases (7,743 words) - [JumpCloud Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-jumpcloud/index.html): Pair JumpCloud's open directory platform with Cerbos policy-based authorization. Use JumpCloud groups, OIDC claims, and directory attributes to drive fine-grained access decisions in your applications. (483 words) - [Stay Secure and Audit-Ready as AI Enters Production | Cerbos](/content/for-security-teams/index.html): Authorization for security leaders at regulated industries. (5,424 words) - [Cerbos Hub: Future-Proof Authorization, Built for Scale | Cerbos](/content/product-cerbos-hub/index.html): Enforce fine-grained, contextual, and continuous authorization across apps, APIs, AI agents, MCPs, services, and workloads. Try Cerbos Hub. (7,594 words) - [Authorization for Developers | Cerbos](/content/for-developers/index.html): Implement authorization once, scale everywhere. (6,022 words) - [OneLogin Authorization With Cerbos | Fine-Grained Access Control | Cerbos](/content/ecosystem/cerbos-onelogin/index.html): Pair OneLogin enterprise SSO with Cerbos policy-based authorization. Use OneLogin roles, groups, and custom attributes to drive fine-grained access decisions in your applications. (483 words) - [Traefik + Cerbos | API Gateway Authorization | Cerbos](/content/ecosystem/cerbos-traefik/index.html): Enforce Cerbos authorization policies at the Traefik proxy. Fine-grained access control at the edge before requests reach your services. (333 words) - [Azure DevOps + Cerbos | Automated Policy Deployment | Cerbos](/content/ecosystem/cerbos-azure-devops/index.html): Automate Cerbos policy deployments with Azure DevOps Pipelines. Push policies to Cerbos Hub on every merge with a simple pipeline configuration. (395 words) - [AI Gateway Authorization | Cerbos](/content/features-benefits-and-use-cases/ai-gateway-authorization/index.html): Govern every AI gateway request, agent, and delegation with one policy layer. Cerbos controls which LLMs, tools, and MCP methods each identity can reach, evaluates every model call and agent-to-agent request at runtime, and produces one audit trail across humans, services, and agents. (5,621 words) - [Dynamic Policy Management at Scale. Try Cerbos Hub | Cerbos](/content/features-benefits-and-use-cases/dynamic-policies/index.html): Create, update, and deploy policies automatically when your systems change. No extra infrastructure needed. (509 words) ## About Pages - [About Cerbos | Cerbos](/content/about/index.html): Cerbos is the authorization management platform used by thousands of companies to authorize every identity and govern every decision, with fine-grained, contextual, and continuous policy across applications, gateways, workloads, and AI agents. Learn what we stand for, who's behind Cerbos, and how we think about externalized authorization and open standards like OpenID AuthZEN. (393 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives