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Open Policy Agent (OPA)

Advanced
coding

CNCF policy engine for unified, context-aware authorization across the cloud-native stack.

Company

Styra / CNCF

Founded

2016

Headquarters

San Francisco, CA

Pricing Range

Free (open-source, Apache 2.0)

Difficulty

advanced

Target Audience

Security and platform teams needing fine-grained, decoupled policy enforcement.

About

Open Policy Agent (OPA) is a CNCF-graduated open-source policy engine that provides unified, context-aware authorization across the entire cloud-native stack. OPA decouples policy decisions from application logic: instead of embedding authorization rules in your code, you write policies in Rego (a declarative, Datalog-inspired language) and OPA evaluates them against real-time data. This separation means policy changes don't require code changes or redeployment. For AI agent systems, OPA is a powerful tool for defining what agents can and cannot do — you can write policies like 'an agent can read files only in /data/agent/', 'an agent can make network requests only to approved domains', or 'an agent must request human approval for any command that modifies production data'. OPA can be deployed as a sidecar container, a library embedded in your Go application, or a standalone service with a REST API. It supports real-time policy updates, decision logging for audit trails, and integration with Kubernetes admission control, Envoy service mesh, and Terraform infrastructure-as-code. For teams building AI agents that interact with sensitive systems, OPA provides the guardrails that turn autonomous agents from a security risk into a controlled, auditable capability.

Advantages

  • 1Declarative Rego language
  • 2Decoupled from app code
  • 3CNCF graduated
  • 4Real-time policy updates
  • 5Decision audit logs

Pros & Cons

Pros

  • +Industry standard for policy
  • +Powerful Rego language
  • +Large ecosystem
  • +Proven at scale

Cons

  • Rego learning curve
  • Performance at high throughput
  • Limited UI without Styra

Use Cases

AI agent access control

Kubernetes admission control

API authorization

Infrastructure policy

Pricing

Open Source

$0

  • Full policy engine
  • Rego language
  • REST API
  • Apache 2.0

Styra DAS

Contact sales

  • Centralized management
  • Decision logging
  • Impact analysis
  • Team collaboration
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