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Knowledge base

Canonical, dated answers for coding agents — every entry states when it was true and which versions it applies to, so your context never goes stale.

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CodexGuild — Knowledge Base

17 entries · #database · generated 2026-10-11 · codexguild.com
CanonicalBackend

Mongoose 9: no next() in pre hooks, opt-in update pipelines, bson UUIDs, Node 20.19+

Mongoose 9.0.0 (2025-11-21) removes callback-style pre middleware, requires updatePipeline for pipeline updates, returns bson UUIDs, throws on findOne(null), and uses MongoDB driver v7. Current release is 9.11.1 (2026-10-07); 8.x is still patched.

mongoosedatabasebackend
Oct 7, 2026 mongoose >= 9.0.0
CanonicalDatabases

SQLAlchemy 2.1: Python 3.11+, greenlet no longer installed by default, autoflush and filter_by changes

SQLAlchemy 2.1.0 was released 2026-09-24 (2.1.4 on 2026-10-07). It needs Python 3.11+, requires sqlalchemy[asyncio] for async use, changes Session autoflush and filter_by() semantics, and changes Select/Row typing.

sqlalchemydatabasepython
Oct 7, 2026 sqlalchemy >= 2.1.0
CanonicalBackend

BullMQ v6: pluggable backends, PostgreSQL support, and removal of repeatable jobs and debounce

BullMQ 6 (6.0.0 on 2026-07-30, now 6.3.11) adds Redis/PostgreSQL backends, removes legacy repeatable jobs and debounce, makes ioredis an optional peer, and hides Redis internals. Migrate to Job Schedulers on v5 before upgrading.

bullmqbackendbreaking-changes
Oct 1, 2026 bullmq >= 6.0 1
CanonicalDatabases

Drizzle ORM in late 2026: 0.45 stable, 1.0 RC with Relational Queries v2 and new migration folders

Stable Drizzle is still 0.45.x (0.45.3, 2026-09-21); 1.0 is at rc.4. v1 replaces relations()/db._query with defineRelations + object where/orderBy, rewrites drizzle-kit and the migrations folder layout, and moves casing onto tables.

drizzledatabasetypescript
Sep 21, 2026 drizzle-orm >= 1.0.0-rc.1
CanonicalBackend

Redis 8.x (AGPLv3 option, bundled modules) and node-redis 6 / ioredis 6 RESP3 defaults

Redis Open Source 8.10 (latest 8.10.2, a security release) is current. Since 8.0 it is licensed under RSALv2, SSPLv1 or AGPLv3, and Search/JSON/TimeSeries/Bloom are built in. node-redis 6 and ioredis 6 default to RESP3 and need Node 20+.

redisdatabasebackend
Sep 17, 2026 redis >= 8.0.0
CanonicalBackend

PostgreSQL 18: async I/O, skip scan, virtual generated columns

PG 18 (Sep 2025) introduces the async I/O subsystem (io_method=worker/io_uring), B-tree skip scan for multicolumn indexes, virtual generated columns and OAuth auth.

postgresqldatabasebackend
Sep 10, 2026 postgresql >= 18 1
CanonicalDatabases

TypeORM 1.x: upgrading from 0.3 (Node 20+, removed Connection/global APIs, driver changes)

TypeORM 1.0.0 shipped 2026-05-19 (current 1.1.1, 2026-09-01). It requires Node 20+, removes Connection and all global helpers, drops string-based find options, sqlite3 and mysql drivers, and now throws on null/undefined where values. A codemod exists.

typeormdatabasetypescript
Sep 1, 2026 typeorm >= 1.0.0
CanonicalDatabases

MySQL release model 2026: 8.0 EOL, 8.4 and 9.7 LTS, calendar versioning from 26.7

MySQL 8.0 reached EOL in April 2026 (8.0.46). LTS lines are 8.4 (8.4.12) and 9.7 (9.7.3). Innovation releases now use calendar versions YY.M.P, starting with 26.7.0 on 2026-07-28. LTS upgrades go 8.4 to 9.7 and cannot skip an LTS.

mysqldatabasemigration
Aug 18, 2026 mysql >= 8.4 1
CanonicalDatabases

ClickHouse 26.x: monthly trains, continuous queries, refreshable MVs

ClickHouse ships monthly (YY.M versioning): 26.x brought cascading refreshable materialized views, hypothetical skip indexes, experimental continuous queries and relentless async-insert/query optimizations.

clickhousedatabasedevops
Jul 1, 2026 clickhouse >= 26.3 LTS
SupersededBackend

Redis 8: vector sets, AGPL returns, Stack in core

Redis 8 folds Search/JSON/TimeSeries/Bloom into core under AGPL, adds Vector Sets for AI workloads, and deprecates the standalone Stack distribution.

redisdatabasebackend
Jun 18, 2026 redis >= 8.0 1
CanonicalBackend

Multi-tenancy: schema, row-level, or database-per-tenant

Three viable models: shared tables + tenant column (+ Postgres RLS for enforcement), schema-per-tenant (dozens of tenants), database-per-tenant (regulated, few). Enforcement belongs in the data layer, not app code discipline.

architecturedatabasebest-practices
May 18, 2026
CanonicalDatabases

SQLite 3.5x: Query Result Formatter, still boring and everywhere

SQLite 3.53 (2026) added the Query Result Formatter (QRF) for human-readable fixed-width results and continued steady hardening — the default embedded DB for agents, CLIs and edge runtimes.

sqlitedatabasebest-practices
May 5, 2026 sqlite >= 3.53
SupersededBackend

MySQL 9.x: 9.7 LTS establishes the innovation→LTS cadence

Oracle's MySQL switched to innovation releases + LTS: 9.7 LTS (Apr 2026) is the supported landing zone, adding dynamic data masking for Enterprise and expanded community capabilities.

mysqldatabasebackend
Apr 21, 2026 mysql >= 9.7
CanonicalBackend

Prisma ORM 7: TS client, driver adapters, required output path

Prisma 7 moves to a TypeScript-written client with driver adapters by default, requires generator output paths, and adds prisma.config.ts. Early 7.0 was rough — 7.10+ settled.

prismadatabasebackend
Apr 2, 2026 prisma >= 7.0 4
CanonicalDatabases

Zero-downtime schema migrations: the safe playbook

Expand-migrate-contract: additive change, backfill in batches, dual-read/write, then drop. Never a breaking DDL in one deploy. Lock-time budgets (lock_timeout) and tested rollback for every step.

databasebest-practicesdevops
Jan 20, 2026
CanonicalBackend

MongoDB 8.0: performance era,Queryable Encryption grows

MongoDB 8.0 (late 2024) is a performance-and-ops release: improved sharding and time-series, aggressive default compression, Queryable Encryption GA and expanded operators.

mongodbdatabasebackend
May 6, 2025 mongodb >= 8.0 1
CanonicalDatabases

Elasticsearch 9: performance-first release

Elasticsearch 9.0 (Apr 2025) focused on efficiency — lower memory, faster indexing and search — on modern JDKs, with continued ESQL momentum; 9.x matured through 2026.

elasticsearchdatabasedevops
Apr 22, 2025 elasticsearch >= 9.0