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Cerbos - All Posts

Authentik vs Keycloak: Self-hosted IdP comparison Mapping business requirements to authorization policy for automotive Fine-grained authorization for AI gateways EIC 2026: Stop counting agents, protect what they can touch Agent skill for writing authorization policies in Claude Desktop Identity security in 2026 EIC 2026 takeaways: the identity stack built for humans will not hold up for AI agents Already have authentication? Here's the authorization layer you still need. Tokens are authorization decisions: a guide to policy-driven token issuance What is a Runtime Authorization Platform It's a dimmer switch, not a kill switch. How CISOs are rethinking AI agent governance From maps to bitmaps (and from bitmaps to bitmaps) AuthZEN, Shared Signals, SCIM Events, IPSIE: Notes from the OpenID Enterprise Panel How do you update authorization policies without redeploying your application? IIW42 recap: Where agent authorization got real Cerbos PDP v0.52.0/v0.53.0: Engine performance, security hardening, and CEL path functions Authorization Management Platforms: what they do, how they work, and where they fit PocketOS AI coding agent deleted a production database in 9 seconds Non-Human Identity management still has a blind spot Supabase alternative in 2026: Best open source auth options Benefits of on-premise authorization: Why enterprises are moving toward self-hosted Authorization policies: How to write, test, and validate them (faster with AI) Agent skill for writing authorization policies How much does it cost to build authorization in-house? Why centralized authorization governance reduces incident response time OPA alternative Why AI agents make authorization a right now problem Modernizing legacy application authorization: why it’s your biggest security blind spot How to add authorization to legacy applications without code changes 5 authorization blind spots auditors find, and how to fix them
Decoupled authorization: Navigating technical challenges ...
Emre Baran · 2023-06-02 · via Cerbos - All Posts

As the founder of Cerbos, I have first-hand experience with the challenges that CTOs face when building software solutions that meet immediate requirements while also future-proofing their infrastructure. This balancing act becomes particularly challenging when addressing complex authorization requirements in enterprise settings, which is why there are significant benefits to building the correct solution early on.

Large organizations require sophisticated and flexible authorization systems to accommodate diverse roles and access levels. As these companies grow, their authorization needs evolve, making it difficult to anticipate future requirements. Additionally, enterprises face the challenge of managing multiple departments, geographies, and seniority levels, which further complicates the authorization landscape. As organizations scale, the stakes for security, compliance, and performance increase, creating more pressure on CTOs to balance current needs with preparing for future growth.

Why Decoupled Authorization?

Decoupled authorization is an increasingly popular solution in modern software development stacks, enabling developers to manage access control policies independently of the underlying application, providing flexibility, scalability, and maintainability. However, as applications become more complex and interconnected, businesses must prioritize better security practices, reduce development time, and comply with regulations and audits more easily. While avoiding overengineering is a common approach for new builds, it may not be sufficient for future needs.

Decoupled authorization, with its role-based and attribute-based access control (RBAC and ABAC), can help meet more complex requirements as an organization grows. For instance, in a small company, a manager, a user, and an IT admin may suffice for managing access control. However, in a larger organization with thousands of managers in different roles, geographies, and departments, authorization becomes much more complex. As a result, CTOs face the challenge of building a comprehensive system upfront while also rolling out a minimum viable product to get to market quickly. Unfortunately, authorization requests often rank low in terms of priority, making it difficult to allocate resources for their implementation. Decoupled authorization can help overcome these challenges by providing a scalable, secure, and reliable solution that is easy for developers to integrate and understand.

What To Consider When Implementing Decoupled Authorization

It's important to select a solution that meets your application's requirements and can scale with your needs. Consider factors such as ease of integration, performance, flexibility, and support for different access control models. Ideally, the solution should seamlessly integrate with your existing infrastructure, including identity providers, data stores, and messaging systems, to avoid introducing new vulnerabilities or dependencies.

There are various challenges that a development team may face when implementing decoupled authorization:

Ensuring Policies Are Enforced Accurately and Efficiently

An authorization system must be robust, accurate, and perform well under load. It's essential to validate policies before deployment and ensure that they are applied consistently across the application. For example, a development team for a large e-commerce platform must ensure that the decoupled authorization system can handle a high volume of user requests during peak shopping times in order to protect sensitive user data and prevent unauthorized access to restricted resources such as payment information or order management.

Maintaining Policy Consistency Across Multiple Services and Microservices

Maintaining policy consistency across multiple services and microservices can become challenging as applications scale and evolve. Developers must ensure that authorization rules are synchronized and that changes propagate correctly throughout the system. For example, a content streaming platform may use microservices for user management, content catalog, and billing. As new features and services are added, the development team must ensure that authorization policies remain consistent across all microservices.

Dealing With Policy Conflicts and Resolutions

Increasing the number of policies also increases the potential for conflicts. Developers must be able to detect and resolve these conflicts to ensure that the correct access permissions are applied in all scenarios. For example, in a healthcare application, a doctor may have access to their own patients' records, but access to records of patients outside their care may be restricted to emergency situations. In this case, the development team must implement a mechanism to detect and resolve policy conflicts, ensuring that the doctor can access critical information in emergencies but is restricted from accessing other patients' records in non-emergency situations.

Standardise Communication Across the Business

Communicating effectively will allow your business to implement authorization quickly; use clear, concise policies that are easy to understand and maintain. Using comments and descriptive names for variables, functions, and classes helps provide context and improve readability. Periodically review and update access control policies to ensure they remain accurate and reflect the current state of your application; this helps to prevent stale or outdated policies from causing security issues.

Create Robust Testing

Before deploying policies to production environments, extensively test them. Automated testing tools and techniques like unit tests and integration tests can help validate policy behavior and ensure it meets requirements. In addition, implement robust logging and monitoring solutions, such as the ELK stack (Elasticsearch, Logstash, and Kibana) or Splunk, to track authorization activity. Use this data to detect potential issues, analyze trends, and provide evidence for compliance audits.

Decoupled authorization is essential to modern software development, offering flexibility, scalability, and improved security. However, a business must understand and address the technical challenges of decoupled authorization to create robust and maintainable applications. Plan carefully and implement a solution that works for you and your organization; this will help you adapt to changing requirements and regulations more effectively.