1. Software Development

Guides architectural decisions, patterns, and best practices for monorepo structures, ensuring scalable and maintainable codebases.

Assists in implementing React/TypeScript frontend components following design specifications and integrating with the Living Apps API.

Coordinates full development lifecycle for NestJS applications, including planning, implementation, review, and quality validation of features.

Automates replies to PR review comments after code changes, using appropriate tone to resolve conversations.

Generates unit tests for Java/Kotlin using JUnit 5, Kotest, Mockito, and MockK with BehaviorSpec, DescribeSpec, and StringSpec styles.

Generates RabbitMQ event publishers and subscribers with tenant routing, durable queues, and automatic reconnection for event-driven architecture.

Expert assistant for Angular 17+ development, specializing in standalone components, signals, and modern control flow syntax.

Provides structured root cause analysis techniques for identifying and resolving software defects.

Automates creation of CQRS feature modules including commands, queries, handlers, and tests for domain entities and CRUD operations.

Generates OpenTelemetry instrumented API handlers with span creation, attributes, and error recording to implement distributed tracing and observability.

Provides guidance on REST API design patterns and best practices for building robust and maintainable web services.

Provides testing utilities for Vue3 applications using Vitest, a fast testing framework.

Provides structured code review for quality, security, performance, and maintainability in pull requests and code changes.

Generates Drizzle ORM migrations with composite indexes, multi-tenancy, and timestamp triggers for database schema management.

Generates data access layer repositories with multi-tenancy, transaction patterns, and Testcontainers integration for efficient database operations.

Automates rebasing a Git branch onto an updated parent pull request branch in a stacked PR workflow.

Performs in-depth codebase analysis, architecture reviews, and system integration assessments to ensure best practices and design integrity.

Generates end-to-end API tests using Jest and Testcontainers for PostgreSQL, Redis, and RabbitMQ to validate full application functionality and multi-tenancy.

Integrates Pebble-based Raft LogStore and StableStore into Raft nodes for distributed consensus systems.

Provides guidance on selecting and implementing system design patterns and making critical architecture decisions for scalable software systems.

Automates updating the CHANGELOG.md file after each git commit to maintain a clear project change history.

Guides on executing integration tests, API tests, and end-to-end tests for the Park Golf Platform.

Generates Jest-based integration tests for CQRS handlers with mocked dependencies and co-located fixtures, enabling isolated testing of handlers, database operations, and event publishing.

Guides directory structure, architecture, and service layout for Park Golf Platform, including BFF and microservice patterns.