Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment

Expert guidelines for building high-performance animations with GSAP (GreenSock Animation Platform)

Implement internationalization (i18n) best practices for web and mobile applications to support multiple languages and locales.

Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and cloud-native microservices

Comprehensive Next.js, React, Redux, and TypeScript development guidelines covering SOLID principles, component architecture, and best practices.

Node.js development guidelines covering Payload CMS, Vue.js with TypeScript, and general TypeScript best practices

Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability

Comprehensive guidelines for responsive web design including mobile-first approach, flexible layouts, media queries, and cross-device optimization

Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.

Best practices for building and documenting component libraries with Storybook

Expert guidance for working with Hugging Face Transformers library for NLP, computer vision, and multimodal AI tasks.

Guidelines for writing Next.js apps with tRPC v11 for end-to-end typesafe APIs

Best practices and guidelines for Webpack module bundler configuration, optimization, and development workflows

WordPress and WooCommerce development guidelines with PHP best practices, security standards, and extensibility patterns

Implement analytics, data analysis, and visualization best practices using Python, Jupyter, and modern data tools.

Guidelines for Blazor development including component lifecycle, state management, and performance optimization

Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.

Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio.

Guidelines for .NET backend development with C#, ASP.NET Core, and Entity Framework Core

Guidelines for integrating Figma designs with development workflows using MCP servers and best practices

Guidelines for Flask Python development with best practices for blueprints, RESTful APIs, and application factories.

Expert guidelines for building performant animations with Framer Motion/Motion library in React applications

Guidelines for semantic HTML markup, document structure, forms, accessibility attributes, and modern HTML best practices

Java Quarkus development guidelines for building cloud-native applications with fast startup, minimal memory footprint, and GraalVM native builds

Best practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python

Meta-prompting framework for critiquing responses, analyzing solution trajectories, and evaluating AI-generated content quality

Monitoring guidelines for applications and infrastructure including metrics collection, alerting strategies, and SLO-based monitoring

Expert guidance for natural language processing development using transformers, spaCy, NLTK, and modern NLP techniques.

Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture

Best practices for Pandas data manipulation, analysis, and DataFrame operations in Python

Performance optimization guidelines for web development including server-side rendering, CSS best practices, and JavaScript optimization

Best practices for pnpm package manager, workspace management, and monorepo configuration

Expert guidance for Quarkus framework development with Jakarta EE, MicroProfile, GraalVM native builds, and reactive programming patterns

Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python

Best practices for SciPy scientific computing, optimization, signal processing, and statistical analysis in Python

Security best practices for backend development, microservices, and secure coding patterns with emphasis on input validation and authentication

Expert Shopify theme development guidelines for Liquid, Online Store 2.0, CSS, JavaScript, and UX best practices

Expert guidance for Spring Boot application development with best practices for RESTful APIs, testing, security, and deployment

Expert SwiftUI development guidelines with MVVM architecture and modern Swift best practices

Tauri development guidelines for building cross-platform desktop applications with TypeScript, Rust, and modern web technologies

Web development guidelines covering Bootstrap, Django, HTMX, and general web best practices

Best practices and guidelines for building real-time applications with WebSocket communication

Guidelines for building clean, scalable APIs with Go standard library and NestJS TypeScript, covering security, validation, and modular architecture.

Guidelines for backend development in C++ and Elixir/Phoenix, covering modern language features, best practices, and production-ready patterns.

Expert guidance for Microsoft Dynamics 365 Business Central development using AL language and extensions

Guidelines for C# development including Blazor, Unity game development, and .NET backend best practices

Expert guidelines for Chrome extension development with Manifest V3, covering security, performance, and best practices

Guidelines for implementing Clean Architecture patterns in Flutter and Go applications, with emphasis on separation of concerns, dependency rules, and testability.

Guidelines for modern C++ development with C++17/20 standards, memory safety, and performance optimization

Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable stylesheet architecture

Guidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work.

Comprehensive design system guidelines for building consistent, accessible, and scalable digital products

Comprehensive guidelines for building scalable Django REST APIs with proper architecture, authentication, and performance optimization.

Electron development guidelines for building cross-platform desktop applications with JavaScript/TypeScript

Expert guidance for game development with C#/Unity, Lua scripting, and best practices for scalable game architecture

Go API development guidelines using the standard library (1.22+) with best practices for RESTful API design, error handling, and security

Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns

Ionic development guidelines for building cross-platform mobile applications with Angular, Cordova, and Firebase integration.

Java Spring Boot development guidelines with best practices for building robust, secure, and maintainable enterprise applications

Kotlin development guidelines with best practices for clean code, naming conventions, function design, and data handling

Best practices for Lerna monorepo management, versioning, and publishing

Logging best practices for applications and services including structured logging, log levels, and log management strategies

Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.

Modern web development best practices for TypeScript, Next.js 14, React Server Components, Supabase, GraphQL, and Tailwind CSS.

Best practices for monorepo development with TypeScript, React, Next.js, Expo, Turbo, and related technologies

Best practices for NumPy array programming, numerical computing, and performance optimization in Python

Best practices for Nx monorepo development, project configuration, and code generation

Observability guidelines for distributed systems using OpenTelemetry, tracing, metrics, and structured logging

Phoenix framework development guidelines covering LiveView, Ecto, real-time features, and best practices for building scalable web applications with Elixir.

Expert guidance for Pixi.js game development with TypeScript, focusing on high-performance web and mobile games

Playwright end-to-end testing best practices for web applications, covering test design, locator strategies, and assertion patterns.

Guidelines for building Python cybersecurity tools with secure coding practices, async scanning, and structured security testing.

Comprehensive Redux Toolkit best practices for React and Next.js applications with TypeScript.

Comprehensive guidelines for Django REST API development covering project structure, views, models, serializers, authentication, performance, and error handling.

Guidelines for building RoboCorp RPA automation with Python, emphasizing functional programming, Pydantic validation, and async operations.

Ruby development guidelines covering idiomatic code style, Ruby 3.x features, testing with RSpec, and best practices for building maintainable Ruby applications.

Expert guidance for Salesforce development including Apex, Lightning Web Components, and metadata best practices

Expert guidance for Salesforce DX development with modern tooling, source-driven development, and CI/CD best practices

Apply SEO best practices for web applications including metadata, performance optimization, and search engine optimization techniques.

Serverless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless architectures.

Expert Shopify theme development with Liquid, Online Store 2.0, and performance best practices

Expert guidance for Spring Framework and Spring Boot development with Java best practices, dependency injection, and RESTful API design

Expert technical writing guidelines for creating clear, in-depth developer tutorials and documentation with practical, implementable knowledge

UI design best practices for building accessible, performant, and user-friendly interfaces with modern web standards

UX design principles for creating intuitive, accessible, and user-centered digital experiences

Alpine.js development guidelines for lightweight reactive interactions with Tailwind CSS and various backend frameworks.

Expert in Angular TypeScript development with scalable, high-performance patterns

Expert guidance for Angular and TypeScript development focused on scalable, high-performance web applications

Azure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services.

Bash scripting guidelines covering security, portability, error handling, and automation best practices for DevOps.

Bootstrap development guidelines for responsive layouts, components, and utility-first styling.

Cypress end-to-end testing best practices for web applications, covering test structure, commands, and reliability patterns.

Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

Comprehensive deep learning guidelines for neural network development, training, and optimization.

Comprehensive DevOps engineering practices for Kubernetes, CI/CD, Bash scripting, Ansible, and cloud infrastructure.