application▌

Develop production-ready Spring Boot applications with proper annotation-based configuration, dependency injection, REST controllers, JPA data persistence, service layers, and security implementation following Spring conventions.

Testing Spring ApplicationEvent publishers and listeners with mocked dependencies and event capture patterns. \n \n Mock ApplicationEventPublisher in unit tests and use ArgumentCaptor to verify published events and their data integrity \n Test @EventListener method invocation directly by instantiating listeners and invoking handler methods with captured events \n Handle asynchronous event processing with Thread.sleep() or Awaitility to verify async listener completion \n Verify listener side eff

Produces award submissions and grant applications that address every criterion with quantified evidence. The goal is a document where every paragraph earns points on the scorecard.

llm-application-dev

Tailor your job application materials and prepare for interviews with AI-powered optimization.

Implement comprehensive structured logging with proper levels, context, and centralized aggregation for effective debugging and monitoring.

Complete end-to-end patent application creation from invention disclosure to USPTO-ready filing.

Optimize application performance end-to-end using specialized performance and optimization agents:

Build comprehensive Ruby on Rails applications with proper model associations, RESTful controllers, Active Record queries, authentication systems, middleware chains, and view rendering following Rails conventions.

A practical guide for building iOS applications using UIKit, SnapKit, and SwiftUI. Focuses on proven patterns and Apple platform conventions.