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HackWinnerDBv0.1
Tech Stack Indexframework

Typer

6 winning projects11 hackathons20262026
SE
[AMD] Best Use of AI powered by AMD GPUs - 1st Place

Sentinel

Predict, Prevent, Intervene

Los Altos Hacks X · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
2nd Place

Sentinel

Predict, Prevent, Intervene

Cheesehacks · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
2nd Place | Developer Tools

Sentinel

Predict, Prevent, Intervene

OpenAI Build Week · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
Third

Sentinel

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TillyHacks · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
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
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
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
SE
Best Use of AI - Mac Mini with Apple M4 chip

Sentinel

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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
SE
Finalist

Sentinel

Predict, Prevent, Intervene

UC Berkeley AI Hackathon 2026 · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
Finalist

StudForge

StudForge turns natural language prompts into physics-validated, simulator-ready, robot-buildable swarm robotics block-based worlds with measurable training yie

UC Berkeley AI Hackathon 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIPydanticPython+3
Source pending review