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HackWinnerDBv0.1
Tech Stack Indextool

pytest

55 winning projects55 hackathons20262026
Third Place

ScanProof

Your model says 99.9%. ScanProof says whether that's worth anything.

Vitalitics 2026 · 2026

HealthcareSocial Impact
FastAPINode.jspytestPython+5
Source pending review
SE
Third

Sentinel

Predict, Prevent, Intervene

TillyHacks · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SI
Snap AR 3rd Place Track Winner

SignBridge

SignBridge: agentic AI that makes every meeting accessible to deaf users, live Whisper captions, pyannote speaker ID, sign-language avatar, 10 languages, in rea

ImmerseGT 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiGoogle AI Studio+10
Source pending review
Third Place

Takegraph

TAKEGRAPH is a self-healing build system for generative media that regenerates only what changed, recovers from failures, and ships every asset with verifiable

Backblaze Generative Media Hackathon: Build with Genblaze on B2 · 2026

Artificial IntelligenceEducation
DockerElevenLabsFastAPINext.js+8
Source pending review
Best AI/ML Project

Aftermath — The Autonomous Change-Consequence Engine

On every merge request, Aftermath maps the full blast radius through GitLab Orbit, reasons about what a change actually means, and autonomously acts — before th

Build the Future with AI — From Code to No-Code · 2026

Artificial IntelligenceEducation
AnthropicClaudepytestPython+4
Source pending review
AG
Best use of Modulate's APIs

AgentClipz

AgentClipz monitors your Twitch stream, finds the most engaging moments using factors like chat and emotion data, and auto-publishes highlight clips to Instagra

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
pytestPython
Source pending review
Best documentation

Apex Terminal

A deterministic trading terminal where Autopilot, Backtesting, Workflows, and Global Search are fully auditable and replayable, with proof-pack test evidence an

GenAI Dev Hackathon · 2026

ProductivitySocial Impact
FastAPIPlaywrightpytestPython+5
Source pending review
Best Project

CaptionForge

Audit, repair, and export accessible captions for online video.

Sound for All · 2026

AccessibilityProductivity
FastAPIpytestPythonReact+3
Source pending review
Best Inference (Wafer)

Datalake

Universities own a multi-billion-dollar AI training corpus they can't sell. Datalake's Wafer agent loop catalogs ownership and labels research in one pass — mes

Uncommon Hacks 2026 · 2026

Artificial IntelligenceEducation
PydanticpytestPythonReact+9
Source pending review
Most Innovative Project

EYE HEART CONNECTION

Multimodal retinal analysis for cardiovascular risk proxy estimation using bilateral fundus images and age metadata

ML Empowerment Build Challenge · 2026

Artificial IntelligenceEducation
DockerFastAPIOpenCVPydantic+4
Source pending review
Best of UiPath Test Cloud

FlakeWarden

Agentic flaky-test triage for UiPath Test Cloud: a deterministic scorer and a grounded AI classifier separate real defects from flaky tests, with a human approv

UiPath AgentHack · 2026

Artificial IntelligenceEducation
pytestPython
Source pending review
KA
Best Use of Daytona

Katena

Building RL environments is very hard, and there's many vectors of reward hacking. We automate the first layer of defense against weak RL environments.

Daytona HackSprint w/ Braintrust - SF, July 2026 · 2026

Artificial IntelligenceEducation
DockerJavaScriptOpenAI APIpytest+4
Source pending review
LI
Best Social Impact

Ligands

An AI-powered pipeline that lets you ask a simple question, "Does this drug bind this protein?" and automatically handles all the computational bottlenecks behi

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIGraphQLJavaScript+11
Source pending review
[MLH] Best Use of Vultr

OrbitGuard

The satellite collision simulation app for the future

HackLondon 2026 · 2026

EducationIoT
FastAPINext.jsPydanticpytest+5
Source pending review
[Hackathons UK] Best Use of AI Agents on Arm

Pulse

Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sen

birmingHack 2.0 · 2026

EducationSocial Impact
OpenAI CodexDockerFastAPIGroq+14
Source pending review
Linkup Challenge - Best use of the Linkup search API

Pulse

Pharmacies are disappearing from the Bronx. Overdoses are spiking. Pulse fuses LinkUp, 311, and CMS data to predict where the next pharmacy desert forms and sen

Claude Hackathon 2026 Columbia X NYU · 2026

EducationSocial Impact
OpenAI CodexDockerFastAPIGroq+14
Source pending review
Best Intellectual Pursuit

ReplicaScope

Drop a biomedical paper, get a verdict on whether it replicates. ReplicaScope reruns the canonical single-cell pipeline live and grades each claim against the r

KiroHacks Cal Poly · 2026

Artificial IntelligenceHealthcare
AnthropicClaudeDockerFastAPI+3
Source pending review
Best Use of Hermes -- Nous Research

Second Self

What if you could be in two places at once? Meet your AI twin who lives in your notch, works as you on your computer (via macos fast user switching), while you

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
ClaudeElevenLabsFastAPIFirebase+12
Source pending review
SE
Best Use of AI - Mac Mini with Apple M4 chip

Sentinel

Predict, Prevent, Intervene

Hacktech by Caltech 2026 · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
Best Use of VoiceOS and HypeScribe

Sentinel

Predict, Prevent, Intervene

SCU Hack-a-Stack - Endurance Track · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
Best Technical Execution

SignalGap

SignalGap finds the waiting-room patient who looks stable only because no one has looked again, separating current clinical risk from the value of fresh reasses

Vitalitics 2026 · 2026

HealthcareSocial Impact
DockerFastAPINext.jsPlaywright+7
Source pending review
SI
Best App for Social Good - Winner

SignBridge

SignBridge: agentic AI that makes every meeting accessible to deaf users, live Whisper captions, pyannote speaker ID, sign-language avatar, 10 languages, in rea

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiGoogle AI Studio+10
Source pending review
MLH: Best Use of MongoDB Atlas

TechTO

The Claude Code of city planning.

Hack the 6ix 2026 · 2026

Artificial IntelligenceEducation
FastAPIMongoDBNext.jsPlaywright+8
Source pending review
AI/ML Track

AgentWall

AgentWall is a security firewall for AI coding agents, intercepting dangerous commands, guarding files, blocking network exfiltration, killing rogue processes,

Grizzhacks 8 · 2026

Artificial IntelligenceEducation
FlaskpytestPython
Source pending review