Architectural Invariant Design: OpenFGA ReBAC Transactional Outbox & Invalidation Barrier
OpenFGA ReBAC Transactional Outbox & Invalidation Barrier defines an industrial-grade behavioral standard for security engineering. Enforces dual-write prevention and cache-invalidation barriers when mutating domain entities alongside OpenFGA relationship tuples. Mandates that OpenFGA tuple updates and local read-cache evictions execute strictly via transactional outbox or Change Data Capture (CDC) pipelines to prevent stale authorization decisions and 'new enemy' security vulnerabilities. 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 | Dual-Writing to Domain DB and OpenFGA API with Asynchronous Uncoordinated Cache Invalidation | 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 write OpenFGA tuple mutations into a transactional outbox table within the exact same database transaction as the domain entity update.
Engineers MUST ALWAYS write OpenFGA tuple mutations into a transactional outbox table within the exact same database transaction as the domain entity update.
Engineers MUST NOT call `openFgaClient.write()` directly within HTTP mutation request handlers or uncommitted domain service routines.
Engineers MUST NOT call `openFgaClient.write()` directly within HTTP mutation request handlers or uncommitted domain service routines.
Services MUST publish transactional changelog events from the outbox via Change Data Capture (e.g., Debezium) or a dedicated reliable relay worker to write to OpenFGA and simultaneously issue cache invalidation barriers.
Services MUST publish transactional changelog events from the outbox via Change Data Capture (e.g., Debezium) or a dedicated reliable relay worker to write to OpenFGA and simultaneously issue cache invalidation barriers.
Engineers MUST capture and propagate OpenFGA consistency tokens or sequence watermarks to local read-through caches to eliminate the 'new enemy' problem during cache evaluation.
Engineers MUST capture and propagate OpenFGA consistency tokens or sequence watermarks to local read-through caches to eliminate the 'new enemy' problem during cache evaluation.
Authorization check layers MUST verify whether the requested entity version is newer than the cache watermark, forcing a direct OpenFGA check or cache refresh if the barrier condition is violated.
Authorization check layers MUST verify whether the requested entity version is newer than the cache watermark, forcing a direct OpenFGA check or cache refresh if the barrier condition is violated.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA ReBAC Transactional Outbox & Invalidation Barrier critical for AI coding assistants?
Enforces dual-write prevention and cache-invalidation barriers when mutating domain entities alongside OpenFGA relationship tuples. Mandates that OpenFGA tuple updates and local read-cache evictions execute strictly via transactional outbox or Change Data Capture (CDC) pipelines to prevent stale authorization decisions and 'new enemy' security vulnerabilities. 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 (Dual-Writing to Domain DB and OpenFGA API with Asynchronous Uncoordinated Cache Invalidation) 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.