Architectural Invariant Design: OpenFGA Recursive Graph Expansion Cost Containment & Depth Bounding
OpenFGA Recursive Graph Expansion Cost Containment & Depth Bounding defines an industrial-grade behavioral standard for security engineering. Enforces strict structural constraints, evaluation timeouts, and bounded depth traversal on OpenFGA relationship-based access control (ReBAC) evaluations. Prevents algorithmic denial-of-service (DoS) and thread exhaustion attacks caused by deeply nested transitive hierarchies or cyclical graph expansion in real-time authorization checks. Mandates fail-closed limits, contextual tuple constraints, and deterministic complexity budgeting across all authorization queries. 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 Transitive Traversal in OpenFGA Check Evaluations | 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:
Services MUST ALWAYS enforce an absolute execution deadline (via AbortSignal/AbortController with a maximum 150ms timeout) on every OpenFGA check and list-objects invocation.
Services MUST ALWAYS enforce an absolute execution deadline (via AbortSignal/AbortController with a maximum 150ms timeout) on every OpenFGA check and list-objects invocation.
Engineers MUST NOT supply unvalidated or arbitrary user-provided contextual tuples that can introduce synthetic cycles or artificially deepen the evaluated relationship graph.
Engineers MUST NOT supply unvalidated or arbitrary user-provided contextual tuples that can introduce synthetic cycles or artificially deepen the evaluated relationship graph.
Code MUST validate hierarchical nesting depth (e.g., maximum depth of 5 for nested group-membership or parent-folder relationships) before writing tuples into the store.
Code MUST validate hierarchical nesting depth (e.g., maximum depth of 5 for nested group-membership or parent-folder relationships) before writing tuples into the store.
Engineers MUST ALWAYS implement fail-closed fallback semantics when OpenFGA returns 4xx/5xx errors, context deadline exceeded, or resolution depth exhaustion errors.
Engineers MUST ALWAYS implement fail-closed fallback semantics when OpenFGA returns 4xx/5xx errors, context deadline exceeded, or resolution depth exhaustion errors.
Components NEVER execute raw recursive batch authorization checks across collections without pagination, bounded batch sizes (maximum 50 items per batch check), and query concurrency limits.
Components NEVER execute raw recursive batch authorization checks across collections without pagination, bounded batch sizes (maximum 50 items per batch check), and query concurrency limits.
Services MUST monitor and alert on graph expansion metrics, including OpenFGA resolution depth, sub-problem resolution counts, and latency percentiles (p99 > 50ms).
Services MUST monitor and alert on graph expansion metrics, including OpenFGA resolution depth, sub-problem resolution counts, and latency percentiles (p99 > 50ms).
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA Recursive Graph Expansion Cost Containment & Depth Bounding critical for AI coding assistants?
Enforces strict structural constraints, evaluation timeouts, and bounded depth traversal on OpenFGA relationship-based access control (ReBAC) evaluations. Prevents algorithmic denial-of-service (DoS) and thread exhaustion attacks caused by deeply nested transitive hierarchies or cyclical graph expansion in real-time authorization checks. Mandates fail-closed limits, contextual tuple constraints, and deterministic complexity budgeting across all authorization queries. 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 Transitive Traversal in OpenFGA Check Evaluations) 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.