Architectural Invariant Design: OpenFGA Relationship-Based Access Control Traversal Circuit Breaker
OpenFGA Relationship-Based Access Control Traversal Circuit Breaker defines an industrial-grade behavioral standard for security engineering. Enforces strict resolution depth invariants, cyclic graph detection, and sub-graph memoization on OpenFGA Check and Expand operations. Prevents graph traversal denial-of-service (Graph DoS) and cascading latency blow-ups caused by unbounded recursive relation trees and unvetted contextual tuples. Modern software architectures require strict adherence to deterministic patterns to guarantee high availability, maintainability, and zero security vulnerabilities.
Hazard Analysis: What Breaks Without This Rule
The following failure modes have been cataloged from hundreds of hours of production code reviews where AI assistants produced non-compliant implementations:
| Failure Mode | AI Symptom (The Anti-Pattern) | Severity | Production Impact & Remedy |
|---|---|---|---|
| AI Hallucination & Deprecation Drift | Executing unbounded OpenFGA checks with raw contextual tuples without depth limits or latency circuit breakers. | Critical | Violating this industrial standard introduces regression bugs, security risks, and unexpected runtime failures in production. Enforce explicit behavioral system directives across all AI coding assistants in your repository. |
| Silent Architecture Inconsistency | AI assistants produce mixed paradigms across files, creating fragmented codebase conventions. | Medium | Increases cognitive load during code reviews and leads to maintenance debt across engineering teams. Pin project conventions in .cursor/rules, CLAUDE.md, and AGENTS.md so all team agents follow identical guardrails. |
Step-by-Step Production Directives
Each rule constraint below is injected into the AI agent's system prompt to establish deterministic boundaries:
Engineers MUST ALWAYS enforce strict cardinality bounds (maximum 25 items) and schema validation on contextual tuples injected into authorization checks.
Engineers MUST ALWAYS enforce strict cardinality bounds (maximum 25 items) and schema validation on contextual tuples injected into authorization checks.
Engineers MUST ALWAYS bound OpenFGA Check and Expand API calls with explicit AbortSignal deadlines (recommended <= 150ms-250ms) to halt recursive graph traversal blow-ups.
Engineers MUST ALWAYS bound OpenFGA Check and Expand API calls with explicit AbortSignal deadlines (recommended <= 150ms-250ms) to halt recursive graph traversal blow-ups.
Engineers MUST NOT evaluate authorization models containing recursive self-referential relations (e.g., nested parent/child groups) without verifying server-side cycle detection or passing depth constraints via gateway headers.
Engineers MUST NOT evaluate authorization models containing recursive self-referential relations (e.g., nested parent/child groups) without verifying server-side cycle detection or passing depth constraints via gateway headers.
Code SHOULD implement deterministic in-memory sub-graph memoization for high-fanout subject relations within the scope of a single request context.
Code SHOULD implement deterministic in-memory sub-graph memoization for high-fanout subject relations within the scope of a single request context.
Services MUST default to fail-closed (denied authorization) if the circuit breaker trips, graph recursion times out, or the traversal budget is exhausted.
Services MUST default to fail-closed (denied authorization) if the circuit breaker trips, graph recursion times out, or the traversal budget is exhausted.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA Relationship-Based Access Control Traversal Circuit Breaker critical for AI coding assistants?
Enforces strict resolution depth invariants, cyclic graph detection, and sub-graph memoization on OpenFGA Check and Expand operations. Prevents graph traversal denial-of-service (Graph DoS) and cascading latency blow-ups caused by unbounded recursive relation trees and unvetted contextual tuples. Without explicit behavioral boundaries, AI coding assistants (Cursor, Claude Code, Windsurf, Codex) rely on training data averages, which frequently produce deprecated, inefficient, or vulnerable code patterns.
Q:How does adopting this rule prevent AI hallucinations?
This rule explicitly declares what the AI must avoid (Executing unbounded OpenFGA checks with raw contextual tuples without depth limits or latency circuit breakers.) and prescribes verified positive examples. Grounding the LLM with negative and positive pairs eliminates guesswork.
Q:Which AI coding environments are supported?
This specification is multi-platform compatible: Cursor (.cursor/rules/*.mdc & .cursorrules), Anthropic Claude Code (CLAUDE.md), Windsurf (.windsurfrules), Codex / Cline (AGENTS.md), and GitHub Copilot (.github/copilot-instructions.md).
Q:Can I combine this rule with other technology stacks?
Yes. Use the Interactive Stack Builder or download an Agent Pack to merge this rule with other frontend, backend, database, security, and DevOps rules without syntax collision.