Entity Framework Core patterns for .NET 10.
Mapping design, query optimization, aggregation patterns, index lifecycle management, and search relevance tuning.
Best practices for Laravel Eloquent ORM including query optimization, relationship management, and avoiding common pitfalls like N+1…
Eloquent, model, migration, relationship, hasMany, belongsTo, belongsToMany, Acorn Eloquent, custom table, wp_posts, wp_users…
Cache data in Redis from Encore Go using `cache.NewCluster` and typed keyspaces from `encore.dev/storage/cache`.
Persistent semantic memory for AI agents.
Enables enterprise-grade semantic retrieval for databases and files, facilitating natural language queries to structured and unstructured…
Design Spiderly entities with correct attributes, relationships, and UI mappings.
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management…
Audit a dbt project against the Entropy Data reference layout and add anything missing — Open Data Product Specification (ODPS), Open Data…
Designs entity-relationship schemas for the hotel domain (reservations, guests, rooms, rate plans, folios) on PostgreSQL, following…
Automate Grist tasks via Rube MCP (Composio).
Automate Influxdb Cloud tasks via Rube MCP (Composio).
Automate Ninox tasks via Rube MCP (Composio).
Automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via…
Automate Turso tasks via Rube MCP (Composio).
ETL pipeline development with focus on data quality, orchestration, and error handling patterns.
Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring
Store state as immutable event log instead of current values.
Event Sourcing and CQRS as DDD implementation patterns — when to use, aggregate event streams, projections, snapshots, sagas, upcasting…
Audits and implements event-driven architectures to ensure robust state management and data integrity.