Architectural Invariant Design: OpenFGA CDC-Driven Eventual ReBAC Cache Invalidation Standard
OpenFGA CDC-Driven Eventual ReBAC Cache Invalidation Standard defines an industrial-grade behavioral standard for security engineering. Eliminates authorization drift and stale permission evaluations by strictly forbidding direct dual-writes to OpenFGA and authorization caches during application requests. Enforces an atomic transactional outbox pattern paired with Change Data Capture (CDC) streaming to synchronize relational tuple mutations, OpenFGA writes, and distributed ReBAC cache evictions deterministically. 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 Authorization Tuples and In-Memory/Redis Caches Directly from Application Request Handlers | 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 persist authorization tuple modifications (e.g., grants, revokes, role assignments) in the same database transaction as the business entity via a dedicated outbox table (e.g., `fga_outbox_events`).
Engineers MUST ALWAYS persist authorization tuple modifications (e.g., grants, revokes, role assignments) in the same database transaction as the business entity via a dedicated outbox table (e.g., `fga_outbox_events`).
Engineers MUST NOT execute direct write/delete calls against OpenFGA APIs (`client.write`) or distributed ReBAC caches (e.g., Redis `del`/`unlink`) inside synchronous HTTP/RPC mutation handlers.
Engineers MUST NOT execute direct write/delete calls against OpenFGA APIs (`client.write`) or distributed ReBAC caches (e.g., Redis `del`/`unlink`) inside synchronous HTTP/RPC mutation handlers.
Services MUST process authorization outbox events asynchronously via an idempotent CDC consumer (e.g., Debezium, Kafka Connect, or dedicated logical replication stream) before propagating to OpenFGA.
Services MUST process authorization outbox events asynchronously via an idempotent CDC consumer (e.g., Debezium, Kafka Connect, or dedicated logical replication stream) before propagating to OpenFGA.
Code SHOULD include the database Log Sequence Number (LSN) or a monotonically increasing transaction timestamp in outbox events to prevent out-of-order cache invalidation races.
Code SHOULD include the database Log Sequence Number (LSN) or a monotonically increasing transaction timestamp in outbox events to prevent out-of-order cache invalidation races.
Components NEVER treat cached ReBAC checks as authoritative without validating cache lease TTLs or invalidation version vectors when high-integrity operations (e.g., privilege escalation, payments) are executed.
Components NEVER treat cached ReBAC checks as authoritative without validating cache lease TTLs or invalidation version vectors when high-integrity operations (e.g., privilege escalation, payments) are executed.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA CDC-Driven Eventual ReBAC Cache Invalidation Standard critical for AI coding assistants?
Eliminates authorization drift and stale permission evaluations by strictly forbidding direct dual-writes to OpenFGA and authorization caches during application requests. Enforces an atomic transactional outbox pattern paired with Change Data Capture (CDC) streaming to synchronize relational tuple mutations, OpenFGA writes, and distributed ReBAC cache evictions deterministically. 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 Authorization Tuples and In-Memory/Redis Caches Directly from Application Request Handlers) 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.