Architectural Invariant Design: PostgreSQL 17 pg_createsubscriber Safe Standby Cutover Standard
PostgreSQL 17 pg_createsubscriber Safe Standby Cutover Standard defines an industrial-grade behavioral standard for backend engineering. Mandates deterministic pre-flight checks, LSN sync verification, replica identity assertions, and atomic slot validation when converting physical standbys into logical subscribers using PostgreSQL 17 pg_createsubscriber. Prevents silent timeline drift, replication divergence, and transaction loss during migration from streaming replication to logical replication. 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 | Blind pg_createsubscriber Execution Without LSN Lag Zeroing and Replica Identity Validation | 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 verify that 'wal_level = logical' on the source primary and that 'max_replication_slots' and 'max_logical_replication_workers' are configured appropriately prior to initiating cutover.
Engineers MUST ALWAYS verify that 'wal_level = logical' on the source primary and that 'max_replication_slots' and 'max_logical_replication_workers' are configured appropriately prior to initiating cutover.
Engineers MUST ALWAYS verify that every table designated for replication possesses a valid REPLICA IDENTITY (PRIMARY KEY or REPLICA IDENTITY FULL) to prevent replication termination on subsequent UPDATE/DELETE operations.
Engineers MUST ALWAYS verify that every table designated for replication possesses a valid REPLICA IDENTITY (PRIMARY KEY or REPLICA IDENTITY FULL) to prevent replication termination on subsequent UPDATE/DELETE operations.
Engineers MUST ensure replication lag is exactly zero bytes ('pg_wal_lsn_diff(pg_current_wal_lsn(), pg_last_wal_replay_lsn()) == 0') before shutting down the standby for conversion.
Engineers MUST ensure replication lag is exactly zero bytes ('pg_wal_lsn_diff(pg_current_wal_lsn(), pg_last_wal_replay_lsn()) == 0') before shutting down the standby for conversion.
Engineers MUST cleanly stop the target standby instance using 'pg_ctl stop -m fast' before invoking 'pg_createsubscriber'
Engineers MUST cleanly stop the target standby instance using 'pg_ctl stop -m fast' before invoking 'pg_createsubscriber'; the utility cannot safely mutate a running cluster's control and data files.
Engineers MUST NOT proceed with pg_createsubscriber if uncommitted prepared transactions exist in 'pg_prepared_xacts' on either the primary or the target standby node.
Engineers MUST NOT proceed with pg_createsubscriber if uncommitted prepared transactions exist in 'pg_prepared_xacts' on either the primary or the target standby node.
Code SHOULD verify subscription activation by polling 'pg_stat_subscription' and 'pg_subscription_rel' for state 'r' (ready) on all replicated relations before declaring cutover success.
Code SHOULD verify subscription activation by polling 'pg_stat_subscription' and 'pg_subscription_rel' for state 'r' (ready) on all replicated relations before declaring cutover success.
Services MUST retain the original physical replication slot configuration until the logical subscription establishes a valid remote replication origin LSN to ensure a safe rollback path.
Services MUST retain the original physical replication slot configuration until the logical subscription establishes a valid remote replication origin LSN to ensure a safe rollback path.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is PostgreSQL 17 pg_createsubscriber Safe Standby Cutover Standard critical for AI coding assistants?
Mandates deterministic pre-flight checks, LSN sync verification, replica identity assertions, and atomic slot validation when converting physical standbys into logical subscribers using PostgreSQL 17 pg_createsubscriber. Prevents silent timeline drift, replication divergence, and transaction loss during migration from streaming replication to logical replication. 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 (Blind pg_createsubscriber Execution Without LSN Lag Zeroing and Replica Identity Validation) 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.