1. Software Development

Provides a React-based component library for building responsive, modern HTML email templates with internationalization support and email service integrations.

Explains asynchronous I/O patterns in tursodb, covering IOResult, state machines, and re-entrancy pitfalls for core development.

Guides debugging of TursoDB using bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools.

Guides developers in writing clean, correct code by emphasizing Rust patterns, proper comments, and avoiding over-engineering.

Guides on writing, selecting, and executing various test types to ensure software reliability and quality.

Executes Compatibility Test Suite (CTS) and diagnoses test failures to ensure software stability and compatibility.

Provides deep insights into Dagger Engine's caching internals including key derivation, invalidation, and immutable DAG model for debugging and feature development.

Creates MCP (Model Context Protocol) servers to extend Claude's capabilities by integrating external tools and services via API.

Conducts comprehensive code reviews to identify bugs, enhance security, and improve performance and maintainability of codebases.

Enforces test-driven development with 80%+ coverage across unit, integration, and E2E tests for new features, bug fixes, and refactoring.

Enables developers to create, structure, and validate background tasks and workflows using Trigger.dev, including async operations, scheduled jobs, and AI integrations.

Provides testing utilities and patterns for the Prowler SDK, including AWS provider mocking with moto for unit and integration tests.

Generates MCP tools for Prowler MCP Server using BaseTool pattern, model design, and API client integration.

Enforces Prowler-specific UI conventions for component libraries, folder structure, and shared code patterns.

Provides Zod v4 schema validation patterns, including migration from v3 to v4 for form and request payload validation.

Provides standardized patterns for implementing RESTful APIs with Django REST Framework, including ViewSets, serializers, and permissions.

Provides testing patterns for Prowler API, including JSON:API requests, Celery tasks, RLS isolation, and RBAC assertions.

Creates new cloud providers or adds services to existing ones in the Prowler SDK, enabling extended security assessment capabilities.

Provides E2E testing patterns for Playwright, including Page Object Model and selectors, tailored for Prowler-specific UI conventions.

Provides patterns for writing and refactoring Python tests with pytest, including fixtures, mocking, and parametrization.

Enforces strict TypeScript best practices for type safety, including interfaces, generics, type guards, and eliminating 'any' and 'unknown'.

Assists with React 19 component and hook patterns, adhering to React Compiler rules and Next.js App Router conventions.

Quick reference for Prowler development, covering project structure, component navigation, and general development guidance.

Provides Zustand 5 state management patterns including stores, selectors, persist middleware, and slices for React client-side state management.