Hi, I'm

Mauricio Perera

@Rckflr

I build the infrastructure AI agents need.

Vector stores, memory systems, execution protocols. No dependencies, no degree, no excuses.

See my work → GitHub ↗

13+

YEARS

REPOS

100+

CERTS

623

CONTRIBUTIONS/YR

Services

🤖

AI Agent Development

Autonomous agents with persistent memory, RAG, and continuous learning. From sub-1B models to multi-model pipelines.

⚡

Automation & n8n

Complex workflows with n8n, Make, Zapier. Custom integrations, proprietary nodes, agent CLIs.

🔍

Vector Search & RAG

Zero-dependency vector databases in PHP, JS, and Rust. Hybrid semantic + BM25 search.

🌐

Full-Stack Web Development

Advanced WordPress, headless CMS, browser-first zero-backend apps. TypeScript, PHP, Cloudflare Workers.

Featured Projects

syntra ★★★

AI agent framework

TypeScript

n8n-cli ★★★

Full CLI for the n8n REST API. 70+ commands, pure JSON I/O.

TypeScript

n8n-mcp-claude ★★★

MCP server connecting n8n with Claude Desktop.

TypeScript

js-hybrid-notepad

Notepad with hybrid semantic + BM25 search. 100% browser, zero backend.

JavaScript

Live Demo ↗

js-hybrid-spreadsheet

Offline AI spreadsheet with formulas, hybrid search, CSV. 100% browser.

JavaScript

Live Demo ↗

cliplight

Lightweight clipboard app with highlights. 100% browser.

JavaScript

Live Demo ↗

Agent-Shell ★★

Framework for AI-first CLIs as gateway between LLM agents and execution.

TypeScript

ctt-shell

Universal AI agent framework. 1B models compose plans like 12B via CTT.

TypeScript

js-vector-store

Zero-dependency vanilla JS vector store. Float32, Int8, 1-bit quantization.

JavaScript

php-vector-store

Zero-dependency PHP vector database with Matryoshka search.

PHP

minimemory

Hybrid embedded DB for Rust. Documents + vectors + full-text search.

Rust

chimera-agent ★

Self-improving AI agent with persistent memory.

TypeScript

a2e_lang

DSL compiler for the A2E (Agent-to-Execution) Protocol.

Python

lokiCMS ★★

Headless CMS with LokiJS, REST API, and AI-powered MCP server.

TypeScript

js-browser-agent

AI agent with RAG running 100% in the browser. Zero backend.

JavaScript

View on GitHub ↗

Tech Stack

Languages

TypeScript PHP JavaScript Rust Go Python

AI & ML

Embeddings Vector Search RAG Prompt Engineering CTT Workers AI

Automation

n8n Make Zapier Airtable AWS Lambda

Platforms

Cloudflare Workers WordPress PocketBase Astro Node.js

Databases

D1/SQLite MySQL Vector DBs (custom) KV R2

Tools

Git Claude Code MCP Docker Wrangler

Career Path

2025 -

PM & Instructor Lead

Dania.ai

2024 - 2025

Airtable Expert & AI Chapter Lead

Singular Agency

2022 - 2023

Automation Engineer

Flat.mx

2021 - 2022

Scrum Master

Mellow Consulting

2019 - 2021

CTO

Reto Education

2019 -

Senior Developer & Agency Owner

Rckflr

2011 - 2019

Web Developer

Various agencies (UY & MX)

Key Certifications

Anthropic

Claude Code in Action

2026

Hugging Face

AI Agents Fundamentals

2025

AWS

Responsible AI Practices

2025

AWS

Foundations of Prompt Engineering

2025

DeepLearning.AI

Prompt Engineering for Developers

2024

Airtable

Certified Builder

2024

SmartSuite

Consultant + Expert + Pro

2024

Alibaba Cloud

ML Model Evaluation

2025

Platzi

50+ courses (AI, Embeddings, Scrum, PM)

2021-2025

Contact

Let's talk about your project

✉️ Email 💼 LinkedIn 🐙 GitHub