Production AI automation — we ship complete agent stacks for sales, bookings, and customer service to small & medium businesses in LATAM.
📊 Shipping in real-time →
We build the intelligence layer that operates your business — the agents that talk to your customers, the pipelines that automate your workflows, the integrations that connect your existing stack (CRM, databases, messaging) to Claude and orchestrate it all.
End-to-end: the agents themselves, the production infrastructure, and the custom MCP servers that connect Claude to the tools your business already uses. No duct-tape, no demos that break in prod — real systems running 24/7 on our VPS.
- We ship, we don't prototype. Every system here runs in production, not in a demo video.
- Full-stack accountability. From the agent prompts to the Docker containers — one team owns the whole pipeline.
- Claude-native architecture. Built on Anthropic's stack, deeply integrated through custom MCP servers.
- LATAM-priced, US-quality engineering. SMB-friendly pricing without compromises on architecture or reliability.
| Product | What it does |
|---|---|
| 💬 WhatsApp Sales Agent | Qualifies inbound leads 24/7. Identifies intent, scores prospects, hands off qualified conversations to the sales team with full context. |
| 📅 Booking Agent | Schedules meetings across the team's calendars, confirms via WhatsApp/email, generates payment links end-to-end. |
| 🎙️ Voice AI Agent | Realtime conversational interface for inbound calls. Optional 3D avatar (LemonSlice) for brand presence. Built on LiveKit. |
| 🧩 Custom MCP Integrations | We connect Claude to your existing stack — Odoo CRM, Baserow, n8n workflows, WhatsApp Business API, custom databases. |
| 🧠 RAG Pipelines | Context-aware AI answers grounded in your documents, FAQs, and product data using Qdrant as the vector store. |
| 🇦🇷 Argentina Fiscal Compliance | Odoo 19 with AFIP/ARCA electronic invoicing (WSAA/WSFE) out of the box. |
┌─── VPS · 30 containers · Docker Compose · Traefik + Core (auth) ────┐
│ │
│ 🤖 AI / LLM Layer │
│ • Claude (Anthropic) (reasoning & orchestration) │
│ • Custom MCP servers (Odoo · n8n · Baserow · SSH · Notion) │
│ • Qdrant (vector DB for RAG pipelines) │
│ • LiveKit + voice AI (realtime conversational + 3D avatars) │
│ • n8n (1,084 nodes · workflow orchestration) │
│ │
│ 💼 Business Systems │
│ • Odoo 19 (ERP + Argentina ARCA e-invoicing) │
│ • Baserow (no-code DB · 8 tables) │
│ • Chatwoot (customer messaging) │
│ │
│ 🚀 Product Stack │
│ • Frontend (Next.js 15 · TS · Docker) │
│ • Backend (Node · TS · Hexagonal · ESM · Rust) │
│ • Hardware (ESP32-C3 · Rust · Secure Boot) │
│ │
└─────────────────────────────────────────────────────────────────────┘
| Repo | Stack | Role |
|---|---|---|
| 🎨 frontend | Next.js · TypeScript | Customer-facing UI |
| ⚙️ backend | Node · TypeScript · Hexagonal · Rust | Core API + 15 microservices mono-repo |
| 🔌 hardware | Rust · ESP32-C3 · ESP-IDF | IoT firmware with Secure Boot |
| 🎙️ agents | Python · Realtime | Voice AI agents framework |
💎 Inside backend/repositories/
Our backend is a mono-repo with 15 production microservices, grouped by role:
🎙️ Voice AI stack
| 🦀 Core services |
🤖 AI & business integrations
| 🛠️ Supporting infra
|
We open-source reusable templates for teams building AI-driven systems:
| Repo | What you get |
|---|---|
| 🔥 fullstack-mcp-playground ⭐ | Fullstack AI agent template — Claude + microservices + modular tools from UI gallery |
| 🛰️ remote-connector-claude | Remote MCP Connector for Claude Desktop |
| 🧩 mcp-infrastructure | Operate a full VPS (n8n · Baserow · SSH · Notion) from Claude Code via natural language |
| 🐳 fullstack-infrastructure-blueprint | Docker · Traefik · HTTPS grid |
| 🎨 fullstack-frontend-core | Next.js 15 · TS (ESM) · Docker |
| ⚙️ fullstack-backend-core | Hexagonal API · Node · TS · ESM |
| 🇦🇷 l10n_ar_arca_edi | Odoo 19 · ARCA Electronic Invoicing (WSAA/WSFE) |
| 🇦🇷 l10n-argentina | Odoo modules for Argentina |
AI / LLM / Automation
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Languages
Infrastructure
Frontend & Backend
Embedded & IoT
Felix M. Figueroa — Senior Software Engineer, AI + LLM systems, founder of Leonobitech.
- 6+ years shipping software across web, backend, and API systems
- 3+ years deep in AI and LLM-based systems
- Currently orchestrating agents and pipelines for real workflow automation
👉 Check his personal GitHub @FMFigueroa for the broader engineering portfolio (Rust embedded, IoT, systems programming, and more).
Automating a workflow for your business? Scaling a sales pipeline? Deploying a voice agent?
AI automation for SMBs · Built in LATAM · Shipping to production