1. Software Development

AI-assisted frontend testing using Playwright for fast, deterministic browser automation without vision models.

Generates technical implementation plans and architectural strategies to enforce standards like Testability-First Architecture and security mandates during feature design and refactoring.

Enables implementation and debugging of network requests, API calls, and data fetching using modern libraries and strategies.

Creates technical solution architecture from validated requirements with REQ-* traceability, including components, APIs, and data models, tagging all artifacts for requirement linkage.

Provides comprehensive performance optimization strategies for Next.js 16 applications, including Core Web Vitals, caching, and image optimization to reduce load times.

Provides best practices for SonarLint code quality analysis in Next.js 16 applications, including issue prioritization and common fixes for TypeScript and Next.js.

Generates F# backend validation logic with error accumulation and async support for complex business rules and input validation.

Provides best practices and patterns for designing REST, GraphQL, and tRPC APIs to ensure efficient backend architecture.

Refactors BDD test scenarios, step definitions, and feature code to enhance maintainability and eliminate technical debt while preserving passing test behavior.

Validates code against 7 key principles (TDD, Modular, Reuse, etc.) and suggests improvements during code review or refactoring.

Guide for implementing Next.js 16 proxy pattern with authentication middleware and route protection best practices.

Archives completed code changes and optionally synchronizes specifications before archiving, streamlining version control management.

Debugs web applications and automates browser tasks using Chrome DevTools MCP for inspection, performance analysis, and testing.

Provides patterns for Next.js 16 Server Actions including mutations, error handling, revalidation, and type safety.

Guides accessible, compositional React component development using Shadcn UI, Radix primitives, and Tailwind CSS within Next.js.

Automates GitHub pull request lifecycle management including creation, updates, merging, and semantic versioning with git tags for project-specific conventions.

Provides best practices for Prisma ORM integration with Next.js 16 App Router and Neon serverless database, covering queries, mutations, and connection configuration.

Provides comprehensive testing infrastructure for Next.js 16 applications including unit, integration, E2E, and component tests with Vitest and Playwright.

Provides comprehensive UI/UX testing for web applications using Chrome DevTools and Next.js DevTools for visual inspection, interaction validation, and debugging.

Automates finding and summarizing GitHub issues/PRs from error messages or keywords, scoped to a repository for efficient debugging.

Creates shared domain types and API contracts for F# full-stack applications, stored in src/Shared/Domain.fs and src/Shared/Api.fs.

Automates API route creation with Zod validation, authentication, and consistent error handling for backend development.

Generates a layered F# backend with Giraffe and Fable.Remoting, separating validation, domain, persistence, and API layers.

Generates comprehensive unit tests for F# applications using Expecto, targeting domain logic and validation rules.