Architectural Invariant Design: PostgreSQL 17 Replication Slot Failover Synchronization Invariant
PostgreSQL 17 Replication Slot Failover Synchronization Invariant defines an industrial-grade behavioral standard for backend engineering. Mandates explicit logical replication slot state synchronization across physical read replicas using PostgreSQL 17 slot failover primitives. Prevents downstream CDC data loss, replay holes, and broken subscriber streams during HA standby promotion. 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 | Creating Logical Slots Without Failover Capabilities or synchronized_standby_slots Interlocks | 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 enable the 'failover' parameter when invoking 'pg_create_logical_replication_slot' (or setting 'failover = true') in PostgreSQL 17+ environments.
Engineers MUST ALWAYS enable the 'failover' parameter when invoking 'pg_create_logical_replication_slot' (or setting 'failover = true') in PostgreSQL 17+ environments.
Engineers MUST configure 'synchronized_standby_slots' on the primary instance with physical standby replication slot names to prevent logical slots from outpacing physical replication.
Engineers MUST configure 'synchronized_standby_slots' on the primary instance with physical standby replication slot names to prevent logical slots from outpacing physical replication.
Engineers MUST configure 'sync_replication_slots = on' in 'postgresql.conf' on standby instances to enable background slot replication daemon sync.
Engineers MUST configure 'sync_replication_slots = on' in 'postgresql.conf' on standby instances to enable background slot replication daemon sync.
Database migration scripts and slot provisioning abstractions MUST verify that 'pg_replication_slots.failover' is 'true' and 'pg_replication_slots.synced' reflects valid standby state.
Database migration scripts and slot provisioning abstractions MUST verify that 'pg_replication_slots.failover' is 'true' and 'pg_replication_slots.synced' reflects valid standby state.
Failover orchestration scripts MUST NEVER promote a standby until validating that 'pg_sync_replication_slots()' has fully converged or that the standby's logical slots match the primary's confirmed flush LSN.
Failover orchestration scripts MUST NEVER promote a standby until validating that 'pg_sync_replication_slots()' has fully converged or that the standby's logical slots match the primary's confirmed flush LSN.
Services MUST query 'pg_replication_slots' to assert 'sync_state' before allowing downstream consumers (e.g., Debezium, Kafka Connect, read-model projectors) to subscribe.
Services MUST query 'pg_replication_slots' to assert 'sync_state' before allowing downstream consumers (e.g., Debezium, Kafka Connect, read-model projectors) to subscribe.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is PostgreSQL 17 Replication Slot Failover Synchronization Invariant critical for AI coding assistants?
Mandates explicit logical replication slot state synchronization across physical read replicas using PostgreSQL 17 slot failover primitives. Prevents downstream CDC data loss, replay holes, and broken subscriber streams during HA standby promotion. 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 (Creating Logical Slots Without Failover Capabilities or synchronized_standby_slots Interlocks) 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.