Database design principles and decision-making.
Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset…
Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration.
You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database…
Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
List the teams configured in Entropy Data so the user can pick one as the owner (`team.name` in ODPS) of a data product.
Generates seed data from ORM schemas or entity definitions to any target format.
Semantic memory for Mistral Vibe — index code/docs, search across sessions, forget outdated knowledge using LogosDB + Mistral embeddings.
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns.
PostgreSQL database patterns for query optimization, schema design, indexing, and security.
Execute complete platform migrations to or from MaintainX.
Use when designing PostgreSQL + Redis data models, indexes, caching strategies, JSONB usage, tiered storage, or cache consistency contracts.
Generate database migrations from schema changes
Expert database schema designer and Drizzle ORM specialist.
Postgres best practices maintained by Supabase, for Postgres running anywhere.
When to activate: PostgreSQL, JSONB, pg, psql, indexes, CTEs, window functions, partitioning, VACUUM, pg_stat, postgres
When to activate: Prisma ORM, schema.prisma, migrations, Prisma Client, relations, transactions, raw queries, seeding
When to activate: Redis, cache, pub/sub, streams, Lua, cluster, persistence, rate limiting, session store, queue
When to activate: SQLAlchemy 2.0, ORM, async sessions, relationships, query optimization, migrations
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and…
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.