Backend development standards for Spring Boot 3.2+ with Java 21, Clean Architecture / DDD, and modern patterns (2026). Covers layered architecture, domain modeling, JPA repository patterns, security hardening, and testing. Use when implementing features,…
Modern Angular v20+ frontend development standards covering signals, standalone components, resource APIs, type-safe API layers, and best practices for LMS applications. Use when building new Angular features, refactoring legacy code, or implementing API…
Deep Chain-of-Thought research methodology for systematic problem analysis. Applies SOTA patterns from industry leaders (Canvas, Moodle, Coursera for LMS; Google, Meta, Netflix for architecture). Use when debugging complex issues, planning major refactors, or…
Deep audit PostgreSQL schemas for LMS applications, identify Entity-DB mismatches, optimize for SOTA patterns (Canvas, Moodle, Coursera), and guide migrations between Supabase/Neon/Local Docker. Use when debugging Hibernate startup failures, planning database…
PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features. Use when working with PostgreSQL databases, writing SQL, or managing database systems.