Architectural Invariant Design: OpenFGA Zanzibar Hierarchical Cycle and Depth Barrier
OpenFGA Zanzibar Hierarchical Cycle and Depth Barrier defines an industrial-grade behavioral standard for security engineering. Enforces bounded traversal invariants, cycle guards, and deterministic recursion ceilings across graph-based relationship tuples in OpenFGA and Zanzibar authorization implementations. Unbounded graph queries and cyclical relationship assignments expose authorization engines to catastrophic denial-of-service, goroutine starvation, and compute amplification attacks. 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 | Unbounded recursive tuple resolution allowing cyclical dependencies and resource exhaustion during authorization checks | 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 a maximum graph resolution depth barrier (MAX_DEPTH <= 25) on both client evaluations and OpenFGA server configuration options.
Engineers MUST ALWAYS enforce a maximum graph resolution depth barrier (MAX_DEPTH <= 25) on both client evaluations and OpenFGA server configuration options.
Engineers MUST NEVER execute naked recursive authorization resolutions without an explicit, monotonically incrementing depth counter and a visited-node set (Set<string> representing 'type
Engineers MUST NEVER execute naked recursive authorization resolutions without an explicit, monotonically incrementing depth counter and a visited-node set (Set<string> representing 'type:id#relation').
Services MUST validate relationship tuple writes (tuple mutations) before persistence using cycle-detection algorithms to prevent creating direct or indirect transitive self-referential graph loops.
Services MUST validate relationship tuple writes (tuple mutations) before persistence using cycle-detection algorithms to prevent creating direct or indirect transitive self-referential graph loops.
Engineers MUST ALWAYS inject explicit distributed tracing spans and timeout-bounded context (AbortSignal / context.Context) with sub-second ceilings on every authorization graph evaluation call.
Engineers MUST ALWAYS inject explicit distributed tracing spans and timeout-bounded context (AbortSignal / context.Context) with sub-second ceilings on every authorization graph evaluation call.
Code MUST fail closed with a deterministic AuthorizationDepthExceededError or CyclicalRelationError rather than hanging or exhausting memory buffers when boundaries are violated.
Code MUST fail closed with a deterministic AuthorizationDepthExceededError or CyclicalRelationError rather than hanging or exhausting memory buffers when boundaries are violated.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA Zanzibar Hierarchical Cycle and Depth Barrier critical for AI coding assistants?
Enforces bounded traversal invariants, cycle guards, and deterministic recursion ceilings across graph-based relationship tuples in OpenFGA and Zanzibar authorization implementations. Unbounded graph queries and cyclical relationship assignments expose authorization engines to catastrophic denial-of-service, goroutine starvation, and compute amplification attacks. 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 (Unbounded recursive tuple resolution allowing cyclical dependencies and resource exhaustion during authorization checks) 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.