Architectural Invariant Design: OpenFGA Transitive Relation Graph Cycle & Traversal Budget Barrier
OpenFGA Transitive Relation Graph Cycle & Traversal Budget Barrier defines an industrial-grade behavioral standard for security engineering. Enforces pre-write directed acyclic graph (DAG) cycle detection and strict traversal budget caps for OpenFGA relationship tuple writes and dynamic authorization checks. Prevents denial-of-service (DoS) CPU exhaustion and engine goroutine starvation caused by recursive group nesting, circular inheritance models, or unconstrained expansion depths. 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 | Unchecked Tuple Ingestion Causing Transitive Cycles and Pathological Engine Graph Expansion | 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 run pre-write cycle validation (using an in-memory ancestor trace or DFS graph visitor) before writing hierarchical inheritance tuples like `parent`, `member`, or `enclosing_folder`.
Engineers MUST ALWAYS run pre-write cycle validation (using an in-memory ancestor trace or DFS graph visitor) before writing hierarchical inheritance tuples like `parent`, `member`, or `enclosing_folder`.
Engineers MUST NOT permit client-driven tuple insertion directly to the OpenFGA store without traversing existing ancestors to verify that the proposed `object` is not already a transitive `user` of the target relationship.
Engineers MUST NOT permit client-driven tuple insertion directly to the OpenFGA store without traversing existing ancestors to verify that the proposed `object` is not already a transitive `user` of the target relationship.
Code SHOULD enforce strict query timeouts (maximum 200ms) and contextual evaluation constraints (`max_depth` / traversal budget) on all OpenFGA client `check` and `expand` requests.
Code SHOULD enforce strict query timeouts (maximum 200ms) and contextual evaluation constraints (`max_depth` / traversal budget) on all OpenFGA client `check` and `expand` requests.
Services MUST reject circular tuple writes with HTTP 422 Unprocessable Entity or a domain-specific `CyclicRelationshipDetectedError` before invoking the OpenFGA Write API.
Services MUST reject circular tuple writes with HTTP 422 Unprocessable Entity or a domain-specific `CyclicRelationshipDetectedError` before invoking the OpenFGA Write API.
Components NEVER execute raw unbounded batch tuple writes (`writeTuples`) without topological ordering and batch-level self-cycle screening.
Components NEVER execute raw unbounded batch tuple writes (`writeTuples`) without topological ordering and batch-level self-cycle screening.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA Transitive Relation Graph Cycle & Traversal Budget Barrier critical for AI coding assistants?
Enforces pre-write directed acyclic graph (DAG) cycle detection and strict traversal budget caps for OpenFGA relationship tuple writes and dynamic authorization checks. Prevents denial-of-service (DoS) CPU exhaustion and engine goroutine starvation caused by recursive group nesting, circular inheritance models, or unconstrained expansion depths. 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 (Unchecked Tuple Ingestion Causing Transitive Cycles and Pathological Engine Graph Expansion) 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.