Demos

STEMINATE HACKS 2026

What rights are hidden inside that legal notice? FairNotice parses the document, checks claims against real California statutes, explains them in plain language, and drafts your response — in seconds.

DEV SEASON OF CODE (DSOC) @ SUMMER EDITION 2026
Compliance & Regulatory Innovation

• Models life events like marriage, home buying, or moving states
• Instantly shows before-and-after impact on your tax bill

Persona Non Grata
What if an AI could clone your personality from your own writing — then argue the opposite side of your biggest decisions back at you? That's exactly what this does.

portopt
Given any set of stocks, find the allocation that maximises return per unit of risk. Then prove it holds up. Then ask AI what it thinks.

SPLUNK AGENTIC OPS HACKATHON
Platform & Developer Experience

• Maps dependencies across alerts, searches, macros, lookups, and indexes
• Detects hygiene issues and generates remediation recommendations
• Creates onboarding guides, runbooks, dashboards, and starter SPL

txfence
Policy engine and execution SDK for autonomous agents on EVM, Solana, and Cosmos.

Quick start
npm install @txfence/core @txfence/evm

HACKLYTICS 2026 @ GEORGIA TECH

Is that NBA contract actually worth it? This engine runs 10,000 Monte Carlo simulated seasons and returns a SIGN / NEGOTIATE / AVOID verdict.

@ DEVELOPERWEEK NEW YORK 2026!
Web App

Most online deals aren't deals at all. Sift investigates listings across the web, detects dropshipped products, fake discounts, and unverified sellers, then shows only the deals that survive scrutiny.

FROSTBYTE HACKATHON 2026
🏆 Winner

Can you really trust what an LLM tells you? Built a real-time trust scorer that catches stale and contradicted claims using retrieval, embeddings, and a domain-aware Topic Velocity Model.

calmmate-ai

• Voice-based mental wellness companion with real-time emotion detection
• Responds like a therapist, not a chatbot — using tone analysis to adapt