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HackWinnerDBv0.1
Tech Stack Indextool

tiktoken

4 winning projects10 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

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Cheesehacks · 2026

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

Sentinel

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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 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 Valuable Feedback Prize

Pin-On-Expand

Paritok told me it saved 64% on a session that billed 69% more than no compression at all. Here's the measurement, and the fix.

Build with Paritok: The Token-Efficiency Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIPythontiktoken+1
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

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SCU Hack-a-Stack - Endurance Track · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
Finalist

Sentinel

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UC Berkeley AI Hackathon 2026 · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
CO
TechCommons Hacks V1 - Technical Excellence Award

Cogram

Zero-LLM procedural memory for coding agents: concept graph with tick-decay + file:line provenance, plus Qwen Cloud for grounded answers. Remembers how past bug

TechCommons Hacks · 2026

Artificial IntelligenceEducation
Pythontiktoken
Source pending review