1. Software Development

Enforces consistent conventions for test infrastructure including factories, MSW handlers, mock data, Page Objects, and shared utilities in software projects.

Enforces consistent testing conventions including structure, naming, assertions, and anti-patterns to ensure high-quality test code across the project.

Enforces consistent caching conventions for React, Next.js, Upstash Redis, and Cloudinary, covering cache keys, tags, TTL, and invalidation.

Enforces project-specific form conventions using TanStack Form, covering validation, accessibility, and focus management.

Guides developers on implementing Fullstory's Page Properties API for web applications, covering proper naming, SPA navigation, and contextual data capture to enhance analytics and journey mapping.

Enables modern iOS networking with Network.framework, debugging connection issues, migrating from sockets/URLSession, and preventing deprecated API usage.

Enforces consistent React UI component conventions including Radix UI, TanStack Form, and accessibility patterns.

Direct access to GitHub Copilot MCP server tools for AI-driven code completion and development assistance.

Comprehensive guide for implementing Fullstory's Element Properties API across Web, Android, and iOS with type handling, schema, and platform-specific examples.

Enables direct SQLite database operations in iOS/macOS apps using GRDB, including raw queries, reactive updates, and performance profiling.

Comprehensive guide for implementing Fullstory's setIdentity API in web applications, covering user identification best practices for login flows, SPAs, and multi-account scenarios.

Provides SwiftData utilities for iOS app development, handling model definitions, queries, relationships, and CloudKit integration with SwiftUI and Swift 6 concurrency.

Optimizes SwiftUI app performance by addressing slow UI, laggy lists, and frame drops using Instruments and WWDC patterns.

Provides a guide for implementing Fullstory's Logging API in web applications, including log levels, message formatting, and contextual logging for debugging and monitoring.

Provides safe database migration patterns for SQLite/GRDB in iOS/macOS apps, preventing data loss and resolving common schema errors like missing columns and foreign key constraints.

Systematically detects and resolves memory leaks in iOS/macOS applications, addressing retain cycles, memory pressure, and crash issues.

Guides Rails developers through TDD with Red-Green cycle for feature implementation and bug fixes.

Comprehensive guide for correctly implementing Fullstory's asynchronous API methods with Promise handling, error management, and best practices for web applications.

Provides a comprehensive guide for implementing Fullstory Browser API v2, including initialization, API overview, decision framework, and privacy best practices for developers.

Enforces Cloudinary media conventions for image uploads, transformations, and management within application code, including service operations and component utilities.

Provides a framework-agnostic guide for creating stable, semantic selectors in web applications, solving dynamic class name issues across CSS-in-JS, CSS Modules, and build tools.

Guides developers in sequencing Fullstory React Native skills in the correct data capture order (Compliance → Identity → Navigation → Interaction → Diagnostics).

Provides rigorous code reviews for Python, Kubernetes, and AWS codebases, identifying security flaws, complexity, and downstream issues.

Diagnoses SwiftUI view update, preview crash, and layout issues using decision trees to quickly identify root causes.