Lucilo.
← Back to portfolioDownload PDF

Lucilo del Castillo

AI Engineer · Full-Stack Developer (LLM agents)

Founder — Mounaji Studio

Córdoba, Argentina · Remote

AI engineer and full-stack developer: I build LLM agents and the system around them — retrieval, tool governance and orchestration — and run them in production. Founder of Mounaji Studio, architect and main author of CognitionDesk, a multi-tenant agent platform, and of the agent platform the studio used to merge over 1,000 pull requests in three months. Six years shipping end to end with TypeScript, Node.js, Next.js, Python and Docker.

Experience

Founder & Lead Engineer

2020 — Present

Mounaji Studio · Córdoba, Argentina — Remote

  • Architect and main author of the studio’s AI products: CognitionDesk, the coding-agent platform, the Cockpit, Cortex, AgentLaw and Magnicia (details under Projects).
  • Run production on a self-managed VPS: Docker Compose behind Caddy, the API on two replicas with connection draining on every deploy, and one-command rollback to a previous commit.
  • Published the shared code as npm packages (50+ under @mounaji_npm; AgentLaw under @agentlaw, Apache-2.0), so a fix lands once and reaches every app.
  • Shipped the studio’s own products, each with a public site — CognitionDesk, Kondor, Turnia, LogScope, Fixi Hogar and AgentLaw — and two games on Google Play. Built and led a team, and created paid work for other developers.

Full-Stack Developer — Client Work

2020 — Present

Independent · Remote

  • Client work in sportswear e-commerce (since 2023) and school nutrition: I build the product and keep it alive after launch.
  • Delivered a platform for a team of nutritionists working across schools, with an agent that reads their spreadsheets so nobody has to retype them.

Selected projects

Public projects link to something live; internal ones name their repository.

CognitionDesk AI platform

2025 — 2026

Multi-tenant platform to build AI agents and put them to work on WhatsApp, Messenger, web chat and email campaigns, driven by workflows over each organisation’s own knowledge base.

cognitiondesk.com·Node.js · Next.js · LangGraph · Qdrant · BullMQ + Redis

Coding-agent platform Agent orchestration · internal

2026

The system that lets a fleet of Claude Code sessions work in parallel across the studio’s repositories, with one human deciding from a single window.

Private repos: workspace-agent, mcp-hub·Claude Code · MCP · Node.js · Tauri 2 · React 19

Cockpit Desktop app · internal

2026

The window the agent fleet is run from: live chat with every session, a strip showing what each agent is thinking, and the decision cards that belong to the human, with what is needed to settle them in one click.

Private repo: cockpit-desktop·Tauri 2 · Rust · React 19 · TypeScript

Cortex Curated context for agents

2026

A service that hands every agent, in one MCP call, a brief with the project’s rules, decisions and learnings plus a map of the code.

Private repo: cortex (README, eval scoreboard)·MCP · Qdrant · Postgres / Supabase · bge-m3 · tree-sitter

AgentLaw AI agent security

2026

A deterministic policy engine for AI-agent tool calls: a prompt injection can persuade the model, it cannot persuade an if.

agentlaw.dev·TypeScript · MCP · ed25519 · npm

Magnicia AI content studio · pilot

2025 — 2026

Takes each piece of a brand’s content from script to published — short video or carousel — with a human approving before anything goes out.

Private repos: amplifai-frontend, estudio·Next.js · Node.js · ffmpeg · Chromium · PostgreSQL

Kondor Computer vision

2026

Search hours of recorded video and find people, vehicles and objects at the exact second, with a chain of custody behind every clip.

kondor-site.vercel.app·Python · PyTorch · Next.js · Supabase · Cloudflare R2

Prospector Sales tool · internal

2026

Ranks the businesses in an area by how much not selling online is costing them, and builds a visit list with the reason for each stop. The logic lives in a headless, reusable npm package.

Private repo: prospector·Next.js 16 · Supabase · @mounaji_npm

3D Apparel Customizer 3D / WebGL

2023 — 2024

Real-time 3D sportswear customizer for a brand in the space, embedded into its live storefront: the design arrives as an order.

Client (unnamed for confidentiality); demo on request·Three.js · React Three Fiber · WebGL · GSAP

Stone Matcher Video game

2024

Match puzzle built in Unity and published on Google Play, with online leaderboards, procedurally generated levels and a progression system.

play.google.com/store/apps/details?id=com.mounaji.stone_matcher·Unity · C# · PlayFab · Android

StarWay Video game

2022

2.5D co-op puzzle platformer with real-time multiplayer over Photon, custom depth sorting and Timeline cutscenes. Demo published on itch.io.

mounajistudio.itch.io/starway·Unity · C# · Photon