Architectural Invariant Design: OpenFGA Graph Evaluation Depth and Cyclic Tuple Resolution Boundary
OpenFGA Graph Evaluation Depth and Cyclic Tuple Resolution Boundary defines an industrial-grade behavioral standard for security engineering. Zanzibar-style authorization models are susceptible to algorithmic Denial of Service (DoS) and stack exhaustion via deeply nested group hierarchies or self-referential cyclic relationship tuples. This rule enforces deterministic graph evaluation bounds through strict max-depth traversal budgets, cycle detection caches, and contextual check timeouts at both model definition and client evaluation layers. 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 Expansion and Missing Cycle Detection in Zanzibar 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 configure OpenFGA clients with an explicit, strictly bounded `max_checks` or `resolve_node_limit` budget (e.g., maximum 25 recursive resolutions) to prevent combinatorial explosion.
Engineers MUST ALWAYS configure OpenFGA clients with an explicit, strictly bounded `max_checks` or `resolve_node_limit` budget (e.g., maximum 25 recursive resolutions) to prevent combinatorial explosion.
Engineers MUST NEVER issue OpenFGA `check`, `expand`, or `list-objects` calls without a mandatory deterministic timeout context (`AbortController` / `context.WithTimeout`) capped at a maximum of 250ms for synchronous request flows.
Engineers MUST NEVER issue OpenFGA `check`, `expand`, or `list-objects` calls without a mandatory deterministic timeout context (`AbortController` / `context.WithTimeout`) capped at a maximum of 250ms for synchronous request flows.
Services MUST implement pre-write relationship tuple validation that detects and rejects direct and indirect cyclic assertions (e.g., A is member of B, B is member of A) before persisting tuples to the backing datastore.
Services MUST implement pre-write relationship tuple validation that detects and rejects direct and indirect cyclic assertions (e.g., A is member of B, B is member of A) before persisting tuples to the backing datastore.
Authorization models MUST NOT permit mutual circular rewrite definitions (e.g., `viewer
Authorization models MUST NOT permit mutual circular rewrite definitions (e.g., `viewer: member from parent` where `parent` can inversely reference the child model) without terminal condition boundaries.
Client wrappers MUST catch and explicitly map OpenFGA `ResolutionDepthExceeded` and `CyclicEvaluation` errors to an explicit authorization denial (`403 Forbidden`) while emitting critical security alerts.
Client wrappers MUST catch and explicitly map OpenFGA `ResolutionDepthExceeded` and `CyclicEvaluation` errors to an explicit authorization denial (`403 Forbidden`) while emitting critical security alerts.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA Graph Evaluation Depth and Cyclic Tuple Resolution Boundary critical for AI coding assistants?
Zanzibar-style authorization models are susceptible to algorithmic Denial of Service (DoS) and stack exhaustion via deeply nested group hierarchies or self-referential cyclic relationship tuples. This rule enforces deterministic graph evaluation bounds through strict max-depth traversal budgets, cycle detection caches, and contextual check timeouts at both model definition and client evaluation layers. 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 Expansion and Missing Cycle Detection in Zanzibar 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.