architect▌

Create production-ready Expo React Native apps with:

Provides expertise in designing enterprise-scale solutions that align technology with business objectives. Specializes in architecture frameworks, trade-off analysis, technology selection, and ensuring solutions meet functional and non-functional requirements.

Design scalable, cost-effective AWS architectures for startups with infrastructure-as-code templates. \n \n Recommends architecture patterns (serverless web, event-driven microservices, three-tier, GraphQL) based on application type, scale, budget, and compliance requirements \n Generates production-ready CloudFormation YAML, CDK TypeScript, and Terraform templates with API Gateway, Lambda, DynamoDB, ECS, Aurora, and IAM configurations \n Analyzes current AWS costs and identifies optimization op

Production-ready Discord bot development with Discord.js and Pycord, covering slash commands, components, intents, and deployment patterns. \n \n Supports both Discord.js v14 (JavaScript/TypeScript) and Pycord (Python) with modern slash command architecture and minimal gateway intent configuration \n Includes interactive component patterns for buttons, select menus, and modals with event collection and timeout handling \n Documents critical sharp edges: privileged intents, command sync rate limi

Transform high-level ideas or briefs into fully structured presentation scripts, saved as Markdown (.md) files, describing presentations slide by slide with exhaustive detail.

Enterprise Java specialist for Spring Boot 3.x, microservices, and cloud-native development. \n \n Covers Spring Boot 3.x architecture, WebFlux reactive endpoints, Spring Data JPA optimization, and Spring Security with OAuth2/JWT configuration \n Enforces Java 21 LTS features, DDD/Clean Architecture principles, and comprehensive test coverage (85%+ target) with Maven/Gradle verification workflows \n Includes domain modeling, service layer design, repository patterns, and REST endpoint implementa

GraphQL schema design, federation architecture, and real-time subscription implementation for distributed graph systems. \n \n Covers schema-first design with Apollo Federation 2.5+, including entity resolution, subgraph composition, and federation directives \n Provides resolver patterns with DataLoader for N+1 prevention, batching, and caching across distributed architectures \n Includes query complexity analysis, depth limiting, and field-level security to prevent abuse before deployment \n S

Production-grade RAG system design covering chunking, embeddings, vector stores, hybrid search, reranking, and retrieval evaluation. \n \n Guides five core workflow steps: requirements analysis, vector store design, chunking strategy, retrieval pipeline configuration, and quality evaluation with checkpoints \n Supports multiple vector databases (Pinecone, Weaviate, Chroma, pgvector, Qdrant) with schema design, indexing, and sharding strategies \n Implements hybrid search combining dense vector r

Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup, build optimization, or scaling development workflows across teams.

Comprehensive architecture design and analysis toolkit for modern full-stack systems across multiple tech stacks. \n \n Three core automation scripts: architecture diagram generator, project architect analyzer, and dependency analyzer for evaluating system design and technical decisions \n Supports React, Next.js, React Native, Flutter, Node.js, Express, GraphQL, Go, Python, Swift, Kotlin, PostgreSQL, and major cloud platforms \n Includes reference documentation covering architecture patterns, s