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    3. Enmanuel Magallanes

    Enmanuel Magallanes

    Designing and building agentic LLM systems, full-stack web applications, and serverless infrastructure for enterprise and research use.

    Visit Website

    At a Glance

    1Tool Listed
    5Products
    5Capabilities
    Discussions
    Manta, EcuadorHeadquarters
    2024Est.
    1Employee
    Focus Areas
    Agent Harness
    Multi-agent Systems
    MCP Tools
    Connect
    Latest News
    Released Heimdall MCP: Add OpenTelemetry Tracing to Any MCP ServerMay 9, 2026
    Building an AI Agent Harness Layer for Codebase ManagementMay 7, 2026
    Markets
    • Developers
    • Accountants
    • Medical Researchers
    • Enterprise Tech Teams

    AI Tools by Enmanuel Magallanes

    (1)
    View agent-harness-kit
    agent-harness-kit tool icon

    agent-harness-kit

    CLI Multi Agent Scaffolding Tool

    Agent HarnessMulti-agent SystemsMCP Tools

    Discussions

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    Latest News

    05/09/2026

    Released Heimdall MCP: Add OpenTelemetry Tracing to Any MCP Server

    blog.cardor.dev
    05/07/2026

    Building an AI Agent Harness Layer for Codebase Management

    blog.cardor.dev
    01/16/2024

    Announcement of Security Logger and Budgetfy platform updates

    blog.cardor.dev

    Products & Services

    5
    agent-harness-kit
    2026

    CLI tool that auto-scaffolds a production-ready multi-agent harness with SQLite state and MCP tools.

    Heimdall MCP
    2026

    Transparent MCP proxy that adds OpenTelemetry tracing to any MCP server without code changes.

    Bill-LM
    2024

    AI-powered invoice analysis platform for structured financial data extraction, used by accountants.

    Budgetfy Mobile
    2024

    Personal finance app with AI-powered email transaction detection for iOS and Android.

    Market Position

    Niche expertise in MCP (Model Context Protocol) and agentic infrastructure, combining research depth with full-stack implementation.

    Leadership

    Founders

    EM

    Enmanuel Magallanes Pinargote

    Senior Full Stack and AI Engineer. Technical Consultant at North Highland (GenAI), Research Technician at ESPOL (ML), CERN Summer Student 2022. Expert in React, Angular, .NET, and LLM orchestration.

    Executive Team

    EM

    Enmanuel Magallanes Pinargote

    Founder & Lead Engineer

    Technical Consultant specializing in GenAI and agentic systems at North Highland; Research Technician at ESPOL.

    Founding Story

    Started as a personal brand and research portfolio (Cardor) by Enmanuel Magallanes to bridge the gap between AI research and production-ready developer tools.

    Business Model

    Revenue Model

    Technical consulting (North Highland), freelance development, and private tool deployments (e.g., Bill-LM).

    Private

    Target Markets

    Industries & Segments
    • Developers
    • Accountants
    • Medical Researchers
    • Enterprise Tech Teams
    Use Cases
    • AI Agent development and orchestration
    • Medical research and image processing
    • Personal and professional finance automation
    • Enterprise GenAI consulting
    Notable Customers
    • North Highland
    • ESPOL
    • Individual Accountants

    Quick Facts

    Headquarters
    Manta, Ecuador
    Founded
    2024
    Entity Type
    Sole Proprietorship
    Employees
    1
    Total Funding
    Bootstrapped
    Office Locations
    Quito

    History & Milestones

    2026

    Released agent-harness-kit and Heimdall MCP for AI agent development.

    2024

    Published 'Segment STN' research on 3D segmentation in MRIs in a Springer Nature journal.

    2024

    Released Budgetfy and several other initial AI projects.

    2022

    CERN Summer Student Program participant.

    Key Capabilities

    5
    Multi-agent harness scaffolding
    OpenTelemetry tracing for MCP servers
    AI-powered financial data extraction
    3D medical image segmentation
    LLM-powered email transaction detection

    Integrations & Partnerships

    Platform Integrations

    • MCP
    • OpenTelemetry
    • AWS
    • Firebase
    • SQLite
    • React Native

    Key Partnerships

    North Highland (Consulting Partner)
    ESPOL (Research Partner)

    Connect

    Website
    cardor.dev
    GitHub
    enmanuelmag

    AI Topics

    3

    Enmanuel Magallanes focuses on these topics:

    Agent Harness(1)
    Multi-agent Systems(1)
    MCP Tools(1)
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