1. Software Development

Automates Python backend test execution with virtual environment setup and pytest for the AIQ project.

Assists in full-stack web development with React, Next.js, Node.js, and database integration for frontend, backend, and API implementation.

Master error handling patterns including exceptions, Result types, and error propagation to build resilient applications and improve API reliability.

Provides structured guidance for creating implementation plans for new features, refactoring, and significant code changes in software projects.

Guides technical code reviews with evidence-based feedback, verification steps, and rigorous assessment of code quality.

Automates refactoring to ensure all files correctly use Spec Loader system in implementation and test contexts.

Displays the current iteration state during the solving process of a KenKen puzzle application.

Generates production-ready Spring Boot 3.x backend code with DDD compliance, including entities, services, controllers, and API endpoints per team conventions.

Offers standardized backend development conventions and patterns for Fastify and Prisma, ensuring consistent API design and database interactions.

Validates API specifications against planning documents to ensure all requirements are covered, input constraints are reflected, and business rules are implementable.

Generates Spring Boot 3.x test code following BDD style with Mockito, Spring annotations, and team conventions for unit/integration/slice tests.

Automates correction of code quality issues identified by audit, following fail-fast principles.

Validates code implementation against API specifications to ensure endpoints, DTOs, and error handling align with the defined contract.

Provides TypeScript linting patterns and best practices for array operations, error handling, and modern JavaScript features.

Ensures code implementation aligns with project plans and adheres to established code standards before merging via pull requests.

Creates multi-component Claude.ai HTML artifacts with React, Tailwind CSS, and shared UI components for advanced state management and UI patterns.

Reviews code for 3-layer architecture, TDD compliance, and coding standards, generating scored reports with improvement recommendations.

Validates software implementation against change artifacts to ensure completeness, correctness, and coherence before archiving.

Orchestrates outside-in test-driven development (TDD) for feature implementation using independent implementation and review agents.

Interactive cleanup of broken tests and code post-feature implementation, ensuring test suite stability for PR readiness.

Generates interactive web UI code using Hyperscript, supporting multiple languages with natural word order (SVO, SOV, VSO).

Checks code against project development standards including conventions for pagination, logging, and coding practices.

Specializes in modern frontend development using React 19, Next.js 16, and Vue 3.5 with component-based architecture.

Guides implementation of Convex helpers patterns for backend features including RLS, triggers, relationships, and custom functions.