Architectural Invariant Design: PostgreSQL 17 Synchronized Logical Replication Failover Slot Invariant
PostgreSQL 17 Synchronized Logical Replication Failover Slot Invariant defines an industrial-grade behavioral standard for backend engineering. Enforces failover-enabled logical replication slots and synchronized standby slot topologies introduced in PostgreSQL 17 for Change Data Capture (CDC) pipelines. Prevents message duplication, dual-write divergence, and unrecoverable data loss by guaranteeing logical slot offsets (confirmed_flush_lsn) are continuously mirrored to physical standbys prior to failover or 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 | Provisioning un-synchronized logical replication slots that are dropped or rewound upon physical standby 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` when executing `pg_create_logical_replication_slot` on PostgreSQL 17+ primary instances.
Engineers MUST ALWAYS provision logical replication slots with `failover => true` when executing `pg_create_logical_replication_slot` on PostgreSQL 17+ primary instances.
Engineers MUST NOT create logical replication slots with legacy positional arguments that default `failover` to false for streaming consumers attached to High-Availability (HA) clusters.
Engineers MUST NOT create logical replication slots with legacy positional arguments that default `failover` to false for streaming consumers attached to High-Availability (HA) clusters.
Code SHOULD inspect `pg_replication_slots` to verify `failover = true` and `synced = false` on the primary, and confirm presence of `synced = true` on physical standbys prior to starting consumption.
Code SHOULD inspect `pg_replication_slots` to verify `failover = true` and `synced = false` on the primary, and confirm presence of `synced = true` on physical standbys prior to starting consumption.
Services MUST validate that the primary Postgres instance defines `synchronized_standby_slots` in its runtime configuration before committing to failover-safe streaming guarantees.
Services MUST validate that the primary Postgres instance defines `synchronized_standby_slots` in its runtime configuration before committing to failover-safe streaming guarantees.
Components NEVER advance consumer checkpoint states beyond the lowest `confirmed_flush_lsn` across synchronized failover slots during failover transition windows.
Components NEVER advance consumer checkpoint states beyond the lowest `confirmed_flush_lsn` across synchronized failover slots during failover transition windows.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is PostgreSQL 17 Synchronized Logical Replication Failover Slot Invariant critical for AI coding assistants?
Enforces failover-enabled logical replication slots and synchronized standby slot topologies introduced in PostgreSQL 17 for Change Data Capture (CDC) pipelines. Prevents message duplication, dual-write divergence, and unrecoverable data loss by guaranteeing logical slot offsets (confirmed_flush_lsn) are continuously mirrored to physical standbys prior to failover or 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 (Provisioning un-synchronized logical replication slots that are dropped or rewound upon physical standby 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.