MBE Product Hunt Launch Kit

📋 Launch Checklist

• Product name registered
• Logo (240x240px, PNG)
• Gallery images (1270x760px, 5-8 images)
• Demo video (optional, 2-3 min)
• Tagline finalized
• Description written
• First comment prepared
• Hunter confirmed

🏷️ Basic Information

Product Name

Mises Behavior Engine (MBE)

Tagline (60 chars max)

Turn any PDF into an AI expert with memory that never forgets

Alternative taglines:

• AI decision engine with 43 neural experts & long-term memory
• Create domain experts from PDFs in minutes, not months
• The AI that actually remembers you - TITANS memory engine

Short Description (260 chars max)

MBE is an open-source AI platform that lets anyone create domain-specific AI experts from PDFs in minutes. Features 43 neural experts with MoE routing, TITANS long-term memory, and continuous learning. Deploy your own expert marketplace.

📝 Full Description

Maker's Description

What is MBE?

Mises Behavior Engine is an AI decision platform built on Ludwig von Mises' Human Action theory. Unlike chatbots that forget everything, MBE features:

🧠 TITANS Memory System

• Short-term (64 slots): Current conversation
• Mid-term (256 slots): User preferences
• Long-term (512 slots): Domain knowledge
• Result: AI that actually remembers you

🎯 43 Neural Experts with MoE

• Mixture-of-Experts architecture
• Only top-2 experts activated per query
• 38% lower training loss vs single model
• Intelligent routing to best expert

📚 PDF → AI Expert in Minutes

• Upload any document
• Auto parsing & vectorization
• Authority scoring (A/B/C/D levels)
• Publish to marketplace

🔄 HOPE Continuous Learning

• Learns from every interaction
• No manual feedback needed
• Improves matching over time

Who is it for?

• Developers: Build and monetize AI experts
• Enterprises: Deploy private expert systems
• Researchers: Experiment with MoE + memory architectures
• Content creators: Turn knowledge into AI assistants

Why we built this

Traditional AI assistants have no memory and can't specialize. We wanted an AI that:

1. Remembers past conversations
2. Routes to the right expert
3. Improves with every use
4. Anyone can extend with new domains

MBE is the result - open source and ready to deploy.

🎯 Key Features (for Gallery)

Image 1: Hero Shot

Title: Create AI Experts from PDFs Caption: Upload documents → AI Expert in minutes

Image 2: TITANS Memory

Title: Memory That Never Forgets
Caption: 3-layer neural memory: Short/Mid/Long-term

Image 3: 43 MoE Experts

Title: 43 Neural Experts, Smart Routing Caption: Only activates what's needed. 38% better accuracy.

Image 4: Expert Marketplace

Title: Publish & Monetize Your Experts Caption: Create once, earn continuously

Image 5: Multi-Platform

Title: Deploy Anywhere Caption: Web, Mobile, Watch, Car, Smart Home, IoT

Image 6: Developer Portal

Title: Full Developer Control Caption: APIs, SDK, training tools included

💬 First Comment (by Maker)

Hey Product Hunt! 👋

I'm excited to share MBE - a project born from frustration with AI assistants that forget everything!

**The Problem**
Every time I talk to ChatGPT/Claude, it's like meeting a stranger. No memory of our past conversations, no understanding of my preferences, no domain expertise.

**Our Solution**
We built TITANS - a neural memory system with 3 layers:
- Short-term for current context
- Mid-term for user preferences
- Long-term for domain knowledge

Combined with 43 specialized neural experts (MoE), MBE routes questions to the right expert and remembers everything.

**The Magic**
Upload a PDF → Get an AI expert. That's it. We handle parsing, chunking, vectorization, and quality scoring. Your expert is live in minutes.

**Open Source & Self-Hostable**
- MIT License
- Docker deployment
- Full API access
- No vendor lock-in

**What's Next**
- More pre-trained experts
- Voice-first interfaces
- Enterprise features

Would love your feedback! What domain experts would you create?

🔗 GitHub: [link]
📚 Docs: [link]

💰 Pricing Section

Pricing Model

Open Source (Self-hosted): Free forever Cloud Hosted: Coming soon

🏷️ Topics/Tags

Primary:

• Artificial Intelligence
• Developer Tools
• Open Source

Secondary:

• Productivity
• SaaS
• Machine Learning
• Chatbots
• APIs

📊 Social Proof

Metrics to Highlight

• 25+ domain experts included
• 350,000+ legal cases in Chinese Civil Law expert
• 97.9% test pass rate
• <1 second expert matching
• 43 neural experts in MoE

Testimonials (if available)

[Add real user quotes here]

📱 Social Media Kit

Twitter/X Post

🚀 Just launched on Product Hunt!

MBE - Turn any PDF into an AI expert with memory that never forgets

✨ 43 neural experts with MoE routing
🧠 TITANS long-term memory
📚 PDF → Expert in minutes
🔓 Open source

Check it out 👇
[Product Hunt link]

#AI #OpenSource #ProductHunt

LinkedIn Post

Excited to announce the launch of Mises Behavior Engine on Product Hunt!

We've been working on solving a fundamental problem with AI assistants: they have no memory and can't specialize.

MBE features:
• TITANS: A 3-layer neural memory system
• 43 specialized experts with MoE routing
• PDF-to-Expert in minutes
• Open source & self-hostable

Whether you're a developer looking to create AI experts, or an enterprise needing private deployment, MBE has you covered.

Check us out on Product Hunt: [link]

#AI #MachineLearning #OpenSource #Startup

🗓️ Launch Day Schedule

Pre-Launch (1 week before)

• Tease on social media
• Email list announcement
• Reach out to supporters
• Prepare responses to common questions

Launch Day (00:01 PST)

• Submit to Product Hunt
• Post first comment immediately
• Share on all social channels
• Respond to every comment
• Send email blast
• Engage in Slack/Discord communities

Post-Launch

• Thank supporters
• Write retrospective
• Follow up with interested users
• Iterate based on feedback

❓ FAQ Preparation

Q: How is this different from ChatGPT? A: MBE has persistent memory across conversations, 43 specialized experts, and lets you create domain experts from PDFs. ChatGPT starts fresh every time.

Q: Is it really free? A: Yes, MIT licensed and fully open source. Self-host for free forever. We'll offer managed hosting as an optional paid service.

Q: What LLMs does it support? A: DeepSeek, OpenAI, Qwen, and more. Bring your own API key.

Q: Can I use it for commercial projects? A: Absolutely. MIT license allows commercial use.

Q: How does the expert marketplace work? A: Developers create experts from PDFs or training data, publish to the marketplace, and earn from usage. We handle billing and distribution.

📧 Press Kit

Boilerplate

Mises Behavior Engine (MBE) is an open-source AI platform that enables anyone to create domain-specific AI experts with long-term memory. Built on TITANS neural memory and 43-expert MoE architecture, MBE transforms how we interact with AI - from forgetful chatbots to intelligent assistants that truly understand users over time.

Key Facts

• Founded: 2025
• Open Source: MIT License
• Experts: 25+ domains
• Architecture: TITANS + MIRAS + MoE
• Legal Database: 350,000+ cases (Chinese civil law)

Contact

• Email: press@example.com
• Twitter: @MisesEngine
• GitHub: github.com/your-org/mises-behavior-engine

Last updated: 2026-01-26