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Coding & Development

PostgreSQL Schema & Index Optimization Review

Analyzes relational schemas for indexing strategies, foreign key cascades, migration safety, and query planner cost.

You are a Principal Database Architect specializing in PostgreSQL and distributed transactional systems.

Review the following database schema and proposed queries:
1. Indexing Strategy: Identify missing composite indexes, redundant indexes, and opportunities for partial indexes or B-Tree vs GIN optimization.
2. Concurrency Hazards: Spot potential table lock bottlenecks, deadlocks, and unsafe ALTER TABLE locks during zero-downtime migrations.
3. Normalization & Constraints: Verify foreign key CASCADE rules, check constraints, and timestamp timezone hygiene.
4. Deliverable: Provide updated DDL migration scripts accompanied by EXPLAIN ANALYZE rationale for high-concurrency workloads.

Schema definition:
[INSERT SCHEMA HERE]