React

Full React 19 engineering, architecture, Server Components, hooks, Zustand, TanStack Query, forms, performance, testing, production deploy.

Dual Stream Architecture

Dual-stream event publishing combining Kafka for durability with Redis Pub/Sub for real-time delivery. Use when building event-driven systems needing both guaranteed delivery and low-latency updates. Triggers on dual stream, event publishing, Kafka Redis, real-time events, pub/sub, streaming architecture.

graphify

AI coding assistant skill for building and querying knowledge graphs from codebases, docs, and media. Use for: understanding complex codebases, architectural...

Service Layer Architecture

Controller-service-query layered API architecture with data enrichment and parallel fetching. Use when building REST APIs or GraphQL resolvers with clean separation of concerns. Triggers on API architecture, service layer, controller pattern, data enrichment, REST API.

Architecture Inventory & Risk Assessment

Inventory your cloud architectures and assess risks. Query architecture blueprints, evaluate Well-Architected scores, and identify governance gaps.