- db-postgres.md: PG17 patterns (indexes, pooling, backup); [E4] - db-sqlite.md: WAL prod patterns, Turso/LiteFS/D1, FTS5 - db-sqlx.md: Rust compile-time checked queries, offline mode - db-drizzle.md: TS schema-first, drizzle-kit migrations - db-migration-hygiene.md: universal up/down, zero-downtime, backfill, checksum tracking All blocks <60 LOC per Constructor Pattern. Version numbers marked [UNVERIFIED] where exact minor pins are needed. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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DB — PostgreSQL (current major — 17 as of 2026-04) patterns
Use when the project needs relational integrity, concurrent writes, or server-side indexing power that SQLite can't match. Default RDBMS for new multi-user services. [E4 — expert assessment]
Version choice: PostgreSQL 17 for new projects (current GA line, improved vacuum, JSON_TABLE, better parallel index builds). PostgreSQL 16 acceptable if hosting provider pins it. [UNVERIFIED: exact feature matrix — verify on postgresql.org/docs before committing to a minor-version-specific feature]
Schema migrations: every schema change ships as a numbered .sql file, never ALTER TABLE on prod. Use kei-migrate (this kit) or Atlas/goose/sqlx-cli — see db-migration-hygiene.md. One migration per logical change; no mega-migrations.
Indexing:
- B-tree default for equality + range.
CREATE INDEX CONCURRENTLYon prod to avoid table lock. GINforjsonb/ array / full-text (tsvector).BRINonly for massive append-only time-series (orders of magnitude smaller than B-tree).- Partial indexes (
WHERE active = true) for sparse predicates. - Verify with
EXPLAIN (ANALYZE, BUFFERS)before declaring an index necessary. No blind indexing.
Connection pooling: app-side connection pool is NOT enough at scale. Use:
- PgBouncer (transaction mode) for most services — battle-tested, low overhead.
- Supavisor if already on Supabase — serverless-friendly, wire-compatible. [E4]
- Native server pooling (PG 17's improved but still not a substitute). [UNVERIFIED]
Sizing rule of thumb: max_connections on server × 1 pool layer. Don't stack pools (pool → PgBouncer → PG = deadlock risk).
Backup:
- Logical:
pg_dumpnightly for schema + data portability. - Physical:
pg_basebackup+ WAL archiving (archive_command) for PITR. - Managed service (RDS / Supabase / Neon) — verify backup retention in their UI, don't assume.
Forbidden: SELECT * in hot paths (N+1 + column drift); unindexed FK columns (join explosion); SERIAL on new tables — prefer GENERATED ALWAYS AS IDENTITY (SQL standard, PG 10+); plaintext passwords in pg_hba.conf; committing .env with DB URL.