Architectural Invariant Design: PostgreSQL 17 Failover Slot Synchronization and CDC Loss Prevention Invariant
PostgreSQL 17 Failover Slot Synchronization and CDC Loss Prevention Invariant defines an industrial-grade behavioral standard for backend engineering. Enforces failover-safe logical replication slot synchronization across PostgreSQL 17 high-availability clusters using the native failover slot sync protocol (`sync_replication_slots` and `pg_sync_replication_slots`). Guarantees downstream Change Data Capture (CDC) engines avoid data loss, non-recoverable slot invalidation, or massive duplicate replay bursts upon standby promotion. Mandates strict verification of `synchronized = true` on hot standbys and physical slot synchronization prerequisites before promoting standby nodes. 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 | Unsynchronized Logical Replication Slots Triggering CDC Rewind, Duplicate Streaming, or Silent Event Loss Post-Failover | 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 provision logical replication slots with `failover => true` on PostgreSQL 17 primary instances intended for CDC consumers (e.g., Debezium, Kafka Connect, custom tailers).
Engineers MUST ALWAYS provision logical replication slots with `failover => true` on PostgreSQL 17 primary instances intended for CDC consumers (e.g., Debezium, Kafka Connect, custom tailers).
Engineers MUST ALWAYS configure standby PostgreSQL 17 instances with `sync_replication_slots = true` and configure `synchronized_standby_slots` on the primary instance to include physical replication standbys prior to logical advancement.
Engineers MUST ALWAYS configure standby PostgreSQL 17 instances with `sync_replication_slots = true` and configure `synchronized_standby_slots` on the primary instance to include physical replication standbys prior to logical advancement.
Engineers MUST NOT execute automated failover promotion (via Patroni, pg_auto_failover, or custom orchestrators) without asserting that `pg_replication_slots.synchronized` is `true` for all critical downstream CDC slots on the candidate standby node.
Engineers MUST NOT execute automated failover promotion (via Patroni, pg_auto_failover, or custom orchestrators) without asserting that `pg_replication_slots.synchronized` is `true` for all critical downstream CDC slots on the candidate standby node.
CDC consumer reconnection logic MUST gracefully handle PostgreSQL 17 LSN rewinds within the boundary of the standby's confirmed flush LSN without treating non-monotonic transient LSN resets as fatal stream corruptions.
CDC consumer reconnection logic MUST gracefully handle PostgreSQL 17 LSN rewinds within the boundary of the standby's confirmed flush LSN without treating non-monotonic transient LSN resets as fatal stream corruptions.
Services MUST NEVER assume logical slots created without `failover => true` survive failover or remain recoverable on the promoted replica node.
Services MUST NEVER assume logical slots created without `failover => true` survive failover or remain recoverable on the promoted replica node.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is PostgreSQL 17 Failover Slot Synchronization and CDC Loss Prevention Invariant critical for AI coding assistants?
Enforces failover-safe logical replication slot synchronization across PostgreSQL 17 high-availability clusters using the native failover slot sync protocol (`sync_replication_slots` and `pg_sync_replication_slots`). Guarantees downstream Change Data Capture (CDC) engines avoid data loss, non-recoverable slot invalidation, or massive duplicate replay bursts upon standby promotion. Mandates strict verification of `synchronized = true` on hot standbys and physical slot synchronization prerequisites before promoting standby nodes. 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 (Unsynchronized Logical Replication Slots Triggering CDC Rewind, Duplicate Streaming, or Silent Event Loss Post-Failover) 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.