Architectural Invariant Design: Postgres 17 Failover Slot Synchronization & Lag Invariant
Postgres 17 Failover Slot Synchronization & Lag Invariant defines an industrial-grade behavioral standard for backend engineering. Enforces strict failover slot synchronization (`failover = true` and `pg_sync_replication_slots()`) between primary and physical standby instances in Postgres 17. Guarantees zero message loss for active change data capture (CDC) consumers during unplanned primary failovers while actively gating primary transaction commit horizons via `synchronized_standby_slots` to avert catastrophic slot lag and disk-exhausting WAL bloat. 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 Replication Slots Without Failover Flags or Synchronized Standby Slot Gating | 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 create logical replication slots with `failover = true` in Postgres 17 when connected downstream CDC consumers must survive standby promotions.
Engineers MUST ALWAYS create logical replication slots with `failover = true` in Postgres 17 when connected downstream CDC consumers must survive standby promotions.
Engineers MUST configure `synchronized_standby_slots` on the primary instance to include all physical standbys serving as failover targets before consumers advance slot confirmed_flush_lsn.
Engineers MUST configure `synchronized_standby_slots` on the primary instance to include all physical standbys serving as failover targets before consumers advance slot confirmed_flush_lsn.
Engineers MUST NOT rely on external user-space tools to replicate slot state across nodes when native Postgres 17 `sync_replication_slots` standby workers are available.
Engineers MUST NOT rely on external user-space tools to replicate slot state across nodes when native Postgres 17 `sync_replication_slots` standby workers are available.
Code SHOULD verify that standby slots have caught up via `pg_replication_slots.synced = true` before redirecting CDC consumer connection strings post-promotion.
Code SHOULD verify that standby slots have caught up via `pg_replication_slots.synced = true` before redirecting CDC consumer connection strings post-promotion.
Services MUST monitor WAL lag (`pg_wal_lsn_diff(pg_current_wal_lsn(), confirmed_flush_lsn)`) alongside `max_slot_wal_keep_size` to fail fast and disconnect unhealthy CDC slots before primary disk exhaustion.
Services MUST monitor WAL lag (`pg_wal_lsn_diff(pg_current_wal_lsn(), confirmed_flush_lsn)`) alongside `max_slot_wal_keep_size` to fail fast and disconnect unhealthy CDC slots before primary disk exhaustion.
Components NEVER execute slot advance (`pg_replication_slot_advance`) without verifying that downstream checkpoints have been durably flushed to disk on downstream message brokers or event queues.
Components NEVER execute slot advance (`pg_replication_slot_advance`) without verifying that downstream checkpoints have been durably flushed to disk on downstream message brokers or event queues.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is Postgres 17 Failover Slot Synchronization & Lag Invariant critical for AI coding assistants?
Enforces strict failover slot synchronization (`failover = true` and `pg_sync_replication_slots()`) between primary and physical standby instances in Postgres 17. Guarantees zero message loss for active change data capture (CDC) consumers during unplanned primary failovers while actively gating primary transaction commit horizons via `synchronized_standby_slots` to avert catastrophic slot lag and disk-exhausting WAL bloat. 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 Replication Slots Without Failover Flags or Synchronized Standby Slot Gating) 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.