// Platform Capabilities

Technology Stack Matrix

Eight foundational practice matrices mapping architectural focal points to verified underlying infrastructure stacks.

Practice Matrices

Each layer pairs engineering focus with production-grade runtime tooling.

Dynamic server components, lightning-fast edge rendering, design tokens, complete type-safe states

Next.js, React, Tailwind CSS, TypeScript

Decoupled microservices, type-safe API gateways, real-time message brokers, scalable compute kernels

Node.js, Go, Python, REST/GraphQL

Multi-agent state machine loops, custom semantic context injection, vector similarity searching, response structural mapping

LangChain, Vector DBs, OpenAI API, Llama Index

Complex webhook routers, error-handling retry engines, persistent background queues, legacy synchronization scrapers

n8n, Docker, Redis, Custom Cron Engines

Multi-tenant space parameters, edge routing distribution networks, continuous staging isolation infrastructure, automated recovery

Vercel, Railway, AWS, Docker

High-concurrency connection pools, optimized table index schema design, strict foreign key constraints, live transaction tracking

PostgreSQL, Supabase, Prisma, Redis

Unified request parsing boundaries, JWT permission structures, payload speed validation checks, standard logging streams

Fastify, Express, Kong API Gateway

Multi-tier operational event processing, third-party system data translation layers, fallback error routines

BullMQ, EventBridge, Webhook Listeners