Databases

Create, size and upgrade Aurora MySQL clusters with serverless and parallel query

Create, size and operate Aurora PostgreSQL clusters with serverless and pgvector

Set up, migrate and tune Amazon DocumentDB clusters for MongoDB workloads

Design DynamoDB keys, access patterns, GSIs and streams from first principles

Add Redis, Valkey or Memcached caching to fix slow reads and database load

Design, price and troubleshoot Amazon Keyspaces tables for Apache Cassandra

Build graph and knowledge-graph queries on Amazon Neptune and Neptune Analytics

Migrate, provision and query Amazon OpenSearch Service and Serverless domains

Provision Aurora DSQL, manage schemas and migrate MySQL to distributed SQL

Choose the right AWS database and route to service-specific guidance

Create Aurora clusters and instances with Secrets Manager managed passwords

Convert database schemas and SQL with AWS DMS Schema Conversion and apply them

Provision, connect and migrate Amazon RDS for Db2 databases

Fix RDS for Oracle connectivity, authentication, networking and driver errors

Create and upgrade RDS MySQL, MariaDB and PostgreSQL instances with Blue/Green

Fix connection and Windows authentication issues with Amazon RDS for SQL Server

Store embeddings and run similarity search with Amazon S3 Vectors

Provision and secure Amazon Timestream for InfluxDB with the right engine

Persist TanStack AI chat transcripts, runs and interrupts on server or client

Write a TanStack AI chat persistence adapter for any database or ORM

Add TanStack AI chat persistence tables and adapter to a Drizzle ORM app

Add TanStack AI chat persistence models and adapter to a Prisma app

Implement TanStack AI message, run and interrupt store contracts on any database

Build Cosmos DB NoSQL services with FastAPI, dual auth and partition keys

Read and write Cosmos DB NoSQL documents with reactive patterns in Java

Run Cosmos DB document CRUD, queries and partition-key operations in Python

Create, read and query Cosmos DB documents from Rust with partition keys

Run Cosmos DB document CRUD, queries and bulk operations in TypeScript

Store key-value and schemaless data in Azure Table Storage from Java

Store entities and run batch key-value operations in Azure Tables with Python

Connect Node.js apps to PostgreSQL with pooling and passwordless Entra auth

Create and configure Cosmos DB accounts, containers and throughput in .NET

Create and manage MySQL Flexible Server databases, firewalls and backups in .NET

Create PostgreSQL Flexible Servers, firewall rules and backups in .NET

Manage Azure Cache for Redis instances, keys and private endpoints in .NET

Manage Azure SQL servers, elastic pools and failover groups in .NET

Build full-text, vector and hybrid search with Azure AI Search in .NET

Build vector, hybrid and semantic search over indexes with Azure AI Search in Python

Build vector, hybrid and agentic search indexes with Azure AI Search in TypeScript

Design for reliability, consistency, replication, transactions and schema evolution

Design SQL and NoSQL schemas with normalization, indexes and migrations

Design database tables, indexes, sharding and archive strategies for backend services

Choose storage engines, replication and consistency models for data systems

Design MongoDB and PostgreSQL schemas, write aggregations and tune indexes

Manage Neon Postgres branches, connection strings and usage from one binary

Query and upsert Pinecone vectors with local sync and snapshot history

Manage Weaviate Cloud collections, schema history and vectorizer config

Design ClickHouse schemas and tune queries for fast analytics workloads

Run zero-downtime schema migrations on PostgreSQL, MySQL and common ORMs with rollbacks