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Cursor Austin × AITX Hackathon
One day to turn an idea into working software with Cursor. No required theme, no required stack — solo builders and teams of up to four.

Supabase is the easy-to-use, open-source managed Postgres with integrated backend services. It is an all-in-one suite with Database, Auth, Storage, Edge Functions, Realtime, and Vector search. Use one or all. Build in a weekend. Scale to millions.
Pershing is the Original Austin private club: five minutes from downtown where the intellectually curious meet, talk, and shape the future. Amazing events, live music in the Hall, a chef-led kitchen, and art on every wall are the house rules — the foundation for what comes next. This fall, Pershing AI House makes it the standing home for Austin's AI community.

DevRev is the enterprise platform behind Computer, the only Enterprise AI with native Shared Memory. Computer makes company knowledge AI-ready, powering employee and customer self-service with precise, trusted answers — 48% more accurate, 77% fewer tokens, and unmatched safety guardrails; live in production today.
Winners
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The top three teams, picked by the judges.
change-graph
I build a better code review tool that uses parsing to build a hierarchical structure of the code, rather than relying on a plain textual representation.
View projectHyperLocal
Choosing where to open a coffee shop, food truck, or boutique is usually a gut call, and the data that could replace that guesswork (SafeGraph, Placer.ai, Esri) sits behind enterprise sales contracts most small business…
View projectProjects
33 projectsEverything shipped between 10 AM kickoff and the 3 PM deadline.
Works On My Machine, presents Arch3d
Live demo link here: https://arch3d.raytha.workers.dev/ Arch 3d is a tool that lets you build a 3D house in real time. Add and remove walls, rooms, windows, furniture, appliances, and lamps with…
Resonance
Project Resonance: Cognitive-Load-Aware SCADA The Problem: Traditional industrial dashboards blind watchstanders with cascading red alarms during a casualty, maximizing cognitive overload exactly…
Kitchen Sink
Problem: Finding a therapist today is like dating — you sift through profile after profile hoping to find the right connection. But unlike dating, where an entire industry of products has evolved to…
Nock
AI coding agents and humans ship SQL DDL that looks fine on staging and demo data and still takes production down. Pattern linters only see SQL shape. They don’t know your table sizes or catalogue…
Open Agent Inbox
Problem Giving an AI agent its own inbox is difficult and expensive. Creating inboxes programmatically typically involves paying a hosted provider. One current option, AgentMail’s free tier, only…
Homegirl
problem: - a big portion of dudes have no idea what photos perform well or not on a dating profile, it's basically dependent on how physically attractive you are, but that's not fixable in a day, so…
Deal Sniper
Help people with skills to repair items to quickly find underpriced broken items from marketplaces that they can fix for a profit.
Vaish - Hindsight
Problem. Every creator gets the same advice: post reels, hook in the first second, post at 6pm. It is an average over millions of accounts, so it is wrong for almost every specific one. Instagram…
You-i
this app helps you get rid of ai slop frontend
Design DNA
Coding agents ship UI that looks finished and quietly drifts — a radius that doesn't match, spacing that wanders, two buttons that disagree. Nobody catches it, because checking means inspecting forty…
Eye of Grok
Eye of Grok is a human-facing org map for your Grok Bot account. A Grok Bot account scales like a company whether you meant it to or not. Fifty bots and group chats combined, two to six bots per…
Analog Archive
Analog Archive is a digital archive for analog photography that preserves not only the photograph, but the process that produced it. Instead of treating a scanned negative or photograph as an…
HyperLocal
Choosing where to open a coffee shop, food truck, or boutique is usually a gut call, and the data that could replace that guesswork (SafeGraph, Placer.ai, Esri) sits behind enterprise sales contracts…
TRIBUNAL
A machine court for production incidents. We already let AI agents act on production systems. We never built the part where they have to justify it — and we never asked what happens when the human's…
Team Jevo - Fine-tuned Jev with local computer use data
Browser agents need real interaction data in the same format they act in. So we collected structured data from daily browsing, then closed the loop to a local fine-tuned Jev-like model. Same schema…
Circle
Problem: College campuses are massive and increasingly isolating. Despite being surrounded by thousands of peers, students often struggle to find genuine friend groups without relying on awkward…
Northbound
Figuring out college is hard. You have a dream job in mind, but getting there can feel like guesswork. North Bound gives high school and college students a personal career companion from the start- a…
OpenGovLab@Perspectivity - OSElectionInt
OSElectionInt turns 135 scattered OpenElections repositories into one map you can pan. American election data is public and almost unusable. Certified results sit in 135 separate repos in a dozen…
FieldCheck Prior Authorization
FieldCheck Prior Authorization Prior authorization still burns hours of coordinator and clinician time. Staff re-read long notes, map them to payer criteria by hand, and often send packets that are…
Possessed Pen
Possessed Pen is an agent that only draws. You start a call, talk over a tldraw whiteboard, and hover what you mean — when you say “this,” the app binds that word to the shape under the cursor at the…
Caret
Cursor-style Tab for your whole Mac: it completes what you're doing, not just what you're typing
Skillscope
A SKILLS.md telemetry and evaluation system to avoid unnecessary skill usage/drift.
Nicholas Potoplyak - RIBBIT SUBSCRIPTIONS
Built a Shopify app integration that lets an API respond with the corresponding contract to verify purchase and to help businesses sell physical products alongside digital products. I've set up a…
change-graph
I build a better code review tool that uses parsing to build a hierarchical structure of the code, rather than relying on a plain textual representation.
Aster
Ai closed loop research hareness
Anti AI-Slop ATS System
Problem: Auto-apply tools and LLM-filled forms flood hiring pipelines with “AI slop”: applications that look real but lack genuine intent. Standard ATS data (résumés and text alone) can’t expose bot…
Context Ninja
ContextNinja turns repetitive “swivel-chair” workflows into reusable AI skills. Users demonstrate a task through browser interaction, video, documents, or available API context, and the system…
WatchNext
WatchNext is a local AI-powered movie/TV discovery app that combines swipe-based taste onboarding, semantic recommendations, and a voice-enabled ChatGPT-style room to help users quickly decide what…
Yard cast
Yardcast Airtable packet — paste this: **Form:** https://airtable.com/appWQWPtBqDUhCPPj/shrKYuYCny76LWt9m **Rule:** one submission per team · deadline was 3:00 PM CT (it’s ~3:06 now — still submit)…
Local Business App
Local Business App to help small business owners to advertise their store, sell their products and engage with their customers. Interested customers can browse online store and should be able to buy…
Team Jevo - Local fine-tuned Jev-like model for computer use agent
We made a way for you to fine-tune Jev for computer-use so you can automate your work. This system is faster then traditional LLMs for classification. The use-case for our open-source project is that…
Missions
Missions lets any AI, API, or developer-tool company recruit developers around the world to try the product, build useful projects with it, publish what they made, and get paid in USDC, all from a…
TeamTriage - TriageTracker
TriageLens addresses a simple but important gap in emergency care: triage happens at a single moment, but a patient’s condition can keep changing while they wait. In crowded emergency departments,…