MDx.

Think with me.

A multi-agent AI system that carries your expertise, judgment, and voice. Five specialized agents. One mind.

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What if your AI actually
thought like you?

Not a chatbot that sounds generic. Not a search engine wearing a personality. MDx is a cognitive twin... an AI system that carries your mental models, your decision frameworks, and your authentic voice.

Traditional AI
Chatbot
Generic responses. No memory. No judgment. Starts from zero every time.
Modern AI
Copilot
Helpful assistant. Good at tasks. But it thinks like itself, not like you.
MDx
Cognitive Twin
Your expertise. Your voice. Your judgment. Available to your team 24/7.

Five agents.
One mind.

Each agent is a specialist. The orchestrator reads your intent and routes to the right one... or runs several in parallel for complex questions.

🎯
Advisor
Strategy, decisions, trade-offs
"Should I reorg my platform team into pods or squads?"
💬
Coach
People leadership, feedback
"My senior engineer missed three deadlines. How do I have this conversation?"
🏗️
Architect
Technical decisions, system design
"Event-driven vs request-response for our new microservices?"
🧩
Problem Solver
First-principles breakdown
"I'm stuck on our migration strategy. Walk me through the trade-offs."
📋
Compliance
Regulatory guidance, policy
"What OSFI guidelines apply to our cloud-native deployment?"

Ask one question.
Get the full picture.

The orchestrator classifies your intent and routes to the right agents. Complex questions get broken down and handled in parallel.

You
You
I need to restructure my platform team and decide whether to build or buy our API gateway. Also, how should I frame this change to my VP?
Orchestrator routes to 🎯 Advisor 🏗️ Architect 💬 Coach
🎯
Advisor strategy
For team restructuring, I'd consider a domain-aligned model. Group by business capability rather than technical layer. This gives you clear ownership and faster decision-making…
🏗️
Architect technical
On the API gateway: given your scale, start with a managed solution (Kong or AWS API Gateway). Build custom only when you hit specific extensibility needs. The TCO comparison usually favors buy at this stage…
💬
Coach people
When framing this for your VP, lead with business outcomes, not technical details. Open with the problem (delivery speed), present the structural change as the lever, and anchor it in measurable results…

Built for real work.

Conversations

Multi-agent chat that actually flows.

Ask anything. The orchestrator reads your intent and routes to the right agent. Agents hand off context to each other mid-conversation. No manual switching. Real-time streaming so you see the thinking as it happens.

💬
Chat Interface Screenshot
Voice

Talk naturally. Get spoken responses.

Push-to-talk voice interface powered by Whisper and OpenAI TTS. Ask a question out loud, get a spoken answer. Perfect for when you're thinking through something and don't want to type.

🎤
Voice Interface Screenshot
Knowledge

Self-improving knowledge that grows with you.

Three tiers of knowledge: always-in-context principles, RAG-powered document search, and self-improving gap detection that identifies what your twin doesn't know yet... and asks you to fill in the blanks.

🧠
Knowledge System Screenshot
Admin

Full visibility. Complete control.

Dashboard with metrics, user management, role-based access, audit trails, and conversation analytics. See what your team is asking, which agents they use, and how the system is performing.

📊
Admin Dashboard Screenshot

Not just my twin.
Yours.

MDx is a framework. The agents, knowledge system, and orchestrator are designed to be reconfigured for any leader. Swap in your expertise, your voice, your tools.

🧬

Persona System

Define your cognitive identity in YAML. Your frameworks, your communication style, your decision patterns. The system adapts.

🔧

Skill Bundles

YAML-defined capability packages injected into agent context. Create skills for your domain, your industry, your team's needs.

🔗

Multi-LLM

Own the orchestration, consume the models. Swap between Grok, Claude, GPT, or any provider. Per-agent overrides built in.

MD

I built MDx because I kept running out of hours.

As VP of Platforms & Engineering at a Fortune 500, I give the same strategic advice across a dozen teams. The same architectural guidance. The same coaching patterns. Not because my people can't think for themselves... they're brilliant... but because they're asking for my specific lens on things.

I couldn't clone myself. So I built a cognitive twin instead.

MDx isn't a chatbot with a costume. It's five specialized agents trained to think the way I think... my frameworks, my trade-off calculus, my way of cutting through ambiguity. When my team asks "what would MD say about this?", now there's an answer even when I'm in back-to-back meetings.

I'm open-sourcing the framework because I believe every leader deserves this. The models are commodities. Your thinking is the differentiator.

Own the orchestration. Consume the models.

~ MD
VP of Platforms & Engineering

Built to production standards.

5
Specialized Agents
12+
Integrated Tools
3
LLM Providers
129+
API Endpoints
20.7k
Lines of Code
Real-time
Voice (STT + TTS)
RAG
pgvector Knowledge
MCP
Federation Protocol

Start thinking together.

MDx is in early preview. Request access and we'll be in touch.

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We'll be in touch.