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Architecture Graph
> ARCHITECTURE
Architecture Details
- E-COMMERCE OPS (CORE): Central command for catalog, inventory, and agentic automation workflows.
- AGENTIC AI (HUB): Multi-agent orchestration, RAG pipelines, and LLM-driven tooling.
- E-COMMERCE SYSTEMS (HUB): Core business platforms for storefront and enterprise resource management.
- FRONTEND (HUB): Modern UI stack for performant, interactive web applications.
- BACKEND & SCRIPTING (HUB): Server-side logic, automation scripts, and API integrations.
- INFRASTRUCTURE (HUB): Self-hosted containerized stack running on homelab hardware.
- LANGGRAPH (AI_TOOL): Stateful multi-agent orchestration framework for complex, cyclic AI workflows.
- CHROMADB (DB): Vector database powering high-performance RAG and semantic knowledge retrieval.
- CLAUDE AI (LLM): Anthropic LLM used for agentic coding, tool use, and multi-step orchestration.
- SELECTOR SAGE (PROJECT): AI-powered hardware product recommendation agent built with Python and LLM tool calling.
- SHOPIFY (STOREFRONT): Primary storefront platform — custom themes, Shopify Liquid, Shopify Flow automation, customer segments, and embedded app development.
- NETSUITE (ERP): Enterprise ERP for synchronized inventory management and financial operations.
- MATRIXIFY (OPS_TOOL): Bulk catalog import/export pipeline tool for high-SKU Shopify operations.
- SEARCHSPRING (SEARCH): Product discovery platform — custom relevance rules, merchandising, and A/B testing.
- ONESIGNAL (NOTIFY): Cross-platform push notification delivery for iOS, Android, and web channels.
- REACT (FRAMEWORK): Component-based UI library for building dynamic, stateful interfaces.
- NEXT.JS (FRAMEWORK): Full-stack React framework with SSR, file-based routing, and built-in API routes.
- TYPESCRIPT (LANGUAGE): Typed JavaScript superset for safer, scalable frontend and backend codebases.
- FRAMER MOTION (ANIMATION): Animation library for fluid React transitions, gestures, and layout animations.
- PYTHON (LANGUAGE): Primary scripting language for agentic tools, automation pipelines, and data processing.
- NODE.JS (RUNTIME): JavaScript runtime for backend services, REST APIs, and server-side automation.
- PUPPETEER (AUTOMATION): Headless browser automation for web scraping, data extraction, and UI testing.
- DOCKER (CONTAINER): Containerization layer for reproducible, portable service deployments.
- COOLIFY (PAAS): Self-hosted PaaS managing containerized apps and deployments on homelab hardware.
- LINUX (OS): Primary OS for server management, shell scripting, and homelab operations.
- GITHUB (VCS): Version control and CI/CD hub for all active projects and open-source work.
- OLLAMA (LLM): Local LLM inference server running open-weight models for private, low-latency agentic workflows.
- OPENAI (LLM): GPT-series and o-series models used for agentic reasoning, structured outputs, and API-driven automation.
- LANGCHAIN (AI_TOOL): Orchestration framework for chaining LLM calls, tools, and memory in composable agentic pipelines.
- MCP SERVERS (AI_TOOL): Model Context Protocol servers bridging AI agents to external tools, APIs, and real-time data sources.
- TAVILY (AI_TOOL): AI-optimized web search API delivering real-time context for agentic research and retrieval-augmented generation.
- N8N (AUTOMATION): Visual workflow automation platform connecting APIs, databases, and e-commerce systems with custom logic.
- PROXMOX (HYPERVISOR): Open-source virtualization platform managing homelab VMs and LXC containers for self-hosted infrastructure.
- CLOUDFLARE (NETWORK): Edge CDN, DNS, DDoS protection, and Workers-based serverless compute for global application delivery.
- AGENT HARNESSES (SUB_HUB): Daily-driver CLI and IDE harnesses used to run LLMs against real coding and automation workflows.
- CLAUDE CODE (AGENT_HARNESS): Anthropic's official agentic CLI — primary daily driver for terminal-based software engineering.
- OPENCODE (AGENT_HARNESS): Open-source, model-agnostic terminal coding agent supporting multiple LLM backends.
- ANTIGRAVITY CLI (AGENT_HARNESS): Agentic coding CLI harness used for autonomous, multi-step development workflows.
- CODEX (AGENT_HARNESS): OpenAI's agentic coding CLI — terminal-based harness for autonomous development tasks.
- OPENCLAW (AGENT_HARNESS): Self-hosted autonomous agent runtime, monitored and controlled via a custom local dashboard.
- HERMES (AGENT_HARNESS): Daily-driver agent harness used for everyday task orchestration and automation.
- PINECONE (DB): Managed vector database for scalable similarity search in production RAG pipelines.
- CREWAI (AI_TOOL): Role-based multi-agent framework for orchestrating collaborative AI agent crews.
- BROWSER AGENTS (AI_TOOL): AI-driven browser automation — agents that perceive and act on live web pages via computer-use style control.
- KLAVIYO (MARKETING): Email/SMS lifecycle marketing platform — flows, segments, lists, and campaign orchestration.
- STRIPE (PAYMENT): Payment processing integration — checkout, subscriptions, and webhook-driven order flows.
- AUTHORIZE.NET (PAYMENT): Payment gateway integration for card-present and card-not-present transactions.
- MEILISEARCH (SEARCH): Fast, typo-tolerant open-source search engine used as a lightweight alternative to hosted search platforms.
- REMIX (FRAMEWORK): Full-stack React framework built on web standards — nested routing, loaders/actions, and progressive enhancement. Powers this site.
- TAILWIND CSS (STYLING): Utility-first CSS framework for rapid, consistent UI styling.
- VITE (BUILD_TOOL): Fast dev server and build tool powering modern frontend tooling.
- SHADCN/UI (UI_KIT): Composable, unstyled component primitives for building accessible design systems on top of Tailwind.
- MOBILE (HUB): Cross-platform mobile development for consumer-facing e-commerce apps.
- EXPO (FRAMEWORK): React Native tooling and managed workflow for building and shipping cross-platform mobile apps.
- REACT NATIVE (FRAMEWORK): Cross-platform mobile framework for building native iOS/Android apps from a shared React codebase.
- DATABASES (HUB): Data persistence layer spanning relational, embedded, and backend-as-a-service systems.
- POSTGRES (DB): Primary relational database for structured application data and transactional workloads.
- REDIS (DB): In-memory data store for caching, queues, and session state.
- SQLITE (DB): Embedded file-based database for lightweight local and edge applications.
- SUPABASE (DB): Postgres-backed backend-as-a-service — auth, storage, and realtime subscriptions for rapid app development.
- POCKETBASE (DB): Lightweight self-hosted backend with embedded SQLite, realtime subscriptions, and built-in auth.
- DEVOPS / CI-CD (HUB): Automated pipelines and configuration management for shipping and provisioning infrastructure.
- GITHUB ACTIONS (CI_CD): CI/CD pipelines for automated testing, builds, and deployments triggered on GitHub events.
- ANSIBLE (IAC): Configuration management for declaratively provisioning homelab services.
- TESTING / QA (HUB): Automated verification tooling for UI, workflow, and regression coverage.
- PLAYWRIGHT (TESTING): Cross-browser end-to-end testing framework for automated UI and workflow verification.
- AGENTPOKER (PROJECT): Texas Hold'em platform built for autonomous AI agents — stateless REST API with EVM/Solana wallet authentication.
- GRAPHITI MCP SERVER (PROJECT): Self-hosted MCP server exposing a temporal knowledge graph to AI agents, deployed via Coolify.
- OPENCLAW DASHBOARD (PROJECT): Real-time management UI for monitoring and controlling local OpenClaw agent instances.
- SEARCH BY VIN (PROJECT): Vehicle lookup application built on Next.js and Supabase with a shadcn/ui component layer.
E-COMMERCE OPS
AGENTIC AI
E-COMMERCE SYSTEMS
FRONTEND
BACKEND & SCRIPTING
INFRASTRUCTURE
LANGGRAPH
CHROMADB
CLAUDE AI
SELECTOR SAGE
SHOPIFY
NETSUITE
MATRIXIFY
SEARCHSPRING
ONESIGNAL
REACT
NEXT.JS
TYPESCRIPT
FRAMER MOTION
PYTHON
NODE.JS
PUPPETEER
DOCKER
COOLIFY
LINUX
GITHUB
OLLAMA
OPENAI
LANGCHAIN
MCP SERVERS
TAVILY
N8N
PROXMOX
CLOUDFLARE
AGENT HARNESSES
CLAUDE CODE
OPENCODE
ANTIGRAVITY CLI
CODEX
OPENCLAW
HERMES
PINECONE
CREWAI
BROWSER AGENTS
KLAVIYO
STRIPE
AUTHORIZE.NET
MEILISEARCH
REMIX
TAILWIND CSS
VITE
SHADCN/UI
MOBILE
EXPO
REACT NATIVE
DATABASES
POSTGRES
REDIS
SQLITE
SUPABASE
POCKETBASE
DEVOPS / CI-CD
GITHUB ACTIONS
ANSIBLE
TESTING / QA
PLAYWRIGHT
AGENTPOKER
GRAPHITI MCP SERVER
OPENCLAW DASHBOARD
SEARCH BY VIN
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