Architectural Invariant Design: OpenFGA CDC-Driven WAL Relation Invalidation and Cache Coherency Guardrail
OpenFGA CDC-Driven WAL Relation Invalidation and Cache Coherency Guardrail defines an industrial-grade behavioral standard for security engineering. Mandates that authorization decision caches and OpenFGA tuple projections derive invalidation events deterministically from PostgreSQL Write-Ahead Log (WAL) change data capture (CDC) streams. Prohibits synchronous application-tier dual-writes and unversioned TTL-only authorization caching that risk stale permit decisions after privilege revocation. Enforces transactional Log Sequence Number (LSN) watermarking to maintain strict monotonic read consistency across distributed authorization checks. 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-Write Application-Level Eviction and TTL Authorization Caching Allowing Revocation Bypass | 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 NOT implement dual-write cache evictions inside application mutation handlers (e.g., executing DB UPDATE followed by redis.del()), as network partitions and transaction rollbacks produce stale cached permits.
Engineers MUST NOT implement dual-write cache evictions inside application mutation handlers (e.g., executing DB UPDATE followed by redis.del()), as network partitions and transaction rollbacks produce stale cached permits.
Services MUST ingest PostgreSQL logical decoding events (pgoutput/test_decoding or Debezium) to drive downstream OpenFGA relation tuple writes and Redis authorization cache invalidations.
Services MUST ingest PostgreSQL logical decoding events (pgoutput/test_decoding or Debezium) to drive downstream OpenFGA relation tuple writes and Redis authorization cache invalidations.
Engineers MUST incorporate the PostgreSQL Log Sequence Number (LSN) or commit timestamp into cached authorization keys or metadata to enforce monotonic ordering and reject out-of-order CDC delivery.
Engineers MUST incorporate the PostgreSQL Log Sequence Number (LSN) or commit timestamp into cached authorization keys or metadata to enforce monotonic ordering and reject out-of-order CDC delivery.
Cached authorization checks MUST evaluate monotonic consistency tokens (e.g., minimum committed LSN) to prevent read-your-own-writes lag when evaluating newly updated relations.
Cached authorization checks MUST evaluate monotonic consistency tokens (e.g., minimum committed LSN) to prevent read-your-own-writes lag when evaluating newly updated relations.
Components NEVER treat TTL expiry as the primary revocation mechanism for authorization decisions
Components NEVER treat TTL expiry as the primary revocation mechanism for authorization decisions; authorization cache TTLs serve solely as a catastrophic fallback bound, while WAL-driven CDC provides the primary deterministic invalidation.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is OpenFGA CDC-Driven WAL Relation Invalidation and Cache Coherency Guardrail critical for AI coding assistants?
Mandates that authorization decision caches and OpenFGA tuple projections derive invalidation events deterministically from PostgreSQL Write-Ahead Log (WAL) change data capture (CDC) streams. Prohibits synchronous application-tier dual-writes and unversioned TTL-only authorization caching that risk stale permit decisions after privilege revocation. Enforces transactional Log Sequence Number (LSN) watermarking to maintain strict monotonic read consistency across distributed authorization checks. 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-Write Application-Level Eviction and TTL Authorization Caching Allowing Revocation Bypass) 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.