Hackathon Pitch 2026

Stop Searching.
Start Synthesizing.

BioLogic is a real-time OSINT dashboard aggregating clinical citations and social momentum. We bypassed black-box AI agents and built a custom Java MCP server from scratch. Select your persona to update this guide with tailored insights.

Select Your Role:

"I just want an answer I can trust without writing code."

1. The Core Philosophy

"Health intelligence is dangerously fragmented. Clinical trials are locked in rigid databases, while real-world human experiences are buried in Reddit threads."

2. System Architecture

Data Flow Map

How BioLogic bridges the gap between the Vercel AI SDK and custom Java Tooling.

React UI Vercel AI SDK Node.js Relay Custom HTTP POST Java MCP Server Javalin Extractor PubMed API Reddit API JSON Stream HTTP POST
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Impact on Your Role:

3. Why This Architecture Matters For You

Core Component The Persona Benefit

4. Technical Hurdles Visualizer

Select a technical challenge we faced below and step through the animation to see how we engineered a solution.

AI Node Java MCP "Do you have tools?" Error: No Handshake {"capabilities": {"tools": {}}}
Node Javalin SSE Stream (400 Rejected) HTTP POST ByPass (200 OK)
React Chart Half-Streamed Data Array.isArray() Shield
Vercel Parser type: "object" Dropped type: "object[]" Parsed!

5. Engineering ROI & Strategy

Strategy Adopted Time/Cost Saved

6. Persona Takeaways

7. OSINT Deep Dives

Beyond the core dashboard, here are some of the most complex clinical synthesis tasks our LLM was able to execute autonomously using the MCP tools.

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