TIRSO NAVARRO

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, 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.