FishFlow
Hydropower blocks 17 endangered salmon runs from spawning. Fish ladders take weeks to hand-design. FishFlow does it in 30 seconds for 20¢ on AWS.
AWSHacks 2026 · 2026
Creative Tools
AnthropicClaudeDockerPython+2
Source pending review
Docker
206 winning projects · 142 hackathons · 2024–2026 · tool
Frequently paired with
Heimdall: Autonomous Incident Response for Dynatrace
Autonomous SRE that watches your Dynatrace tenant 24/7, diagnoses production incidents from real spans and Davis CoPilot, and opens a pull request before your p
Google Cloud Rapid Agent Hackathon · 2026
Artificial IntelligenceEducation
DockerFastAPIGeminiGoogle Cloud+8
Source pending review
HE
Helm
Steer the fleet. See what you gave back.
AWSHacks 2026 · 2026
Other
DockerFastAPIPythonReact+2
Source pending review
How Did I?
How Did I? is an agentic ecommerce operator that diagnoses daily revenue leaks across carts, ads, inventory, and support—then drafts owner-approved fixes in one
Google Cloud Rapid Agent Hackathon · 2026
Artificial IntelligenceEducation
DockerGeminiPythonReact+5
Source pending review
LandMarked
Claim real places near you with a single photo, the place keeps every photo forever, and together they answer a strange question live: what colour is this neigh
SummerHacks · 2026
Other
DockerJavaScript
Source pending review
Lumina
An AI-powered pentester that scans apps end-to-end, finds real vulnerabilities, and delivers a full security report, with no human required.
LovHack Season 2 · 2026
Artificial IntelligenceEducation
DockerFastAPIPythonReact+3
Source pending review
Panen Pas
Agria, a Telegram bot, tells rural Indonesian chili farmers when to sell before a local harvest floods the village market and crashes prices that swing 3-4x a y
Garuda Hacks 7.0 · 2026
Artificial IntelligenceEducation
DockerPostgreSQLPythonReact+3
Source pending review
PROXY — Agentic AI for Consumer Justice
Autonomous multi-agent AI that investigates disputes across 8 domains, self-corrects hallucinations, verifies every citation, and drafts ready-to-send appeals —
Aethera Hacks · 2026
Artificial IntelligenceConsumer
DockerFastAPILangChainNext.js+4
Source pending review
QA Rehearsal Theater
See how real users will use your app — every build, before you ship. AI personas rehearse and report the one biggest fix.
Changbal Innovation Hack 2026 · 2026
Artificial IntelligenceEducation
ClaudeDockerPythonReact
Source pending review
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
DockerElevenLabsFastAPIPostgreSQL+4
Source pending review
VitaTrace
Every drop traced. Every life counted.
STEMINATE HACKS 2026 · 2026
Artificial IntelligenceEducation
DockerFastAPIJavaScriptPostgreSQL+1
Source pending review
abc - FraudNot
FraudNot is a multimodal Telegram bot designed to help people with scams. It analyzes text messages, screenshots, and voice notes, providing a verdict with an e
SummerBuild 2026 · 2026
Creative Tools
DockerElevenLabsPython
Source pending review
Adhikaar: India’s AI Welfare Copilot
AI-powered welfare copilot helping citizens discover government schemes, verify documents with OCR, and auto-fill applications using voice in their local langua
Code With Gemini · 2026
Artificial IntelligenceEducation
DockerPythonTailwind CSSTypeScript
Source pending review
AI Multi-Agent predicts head/neck cancer radiation dose.
This project uses a Multi-Agent Architecture and CT images to predict optimal radiotherapy doses for head and neck cancer, improving planning accuracy and prote
Girls In STEM Global Hackathon · 2026
Artificial IntelligenceHealthcare
DockerFastAPIJavaScriptPyTorch
Source pending review
Aleithia
Enterprise-grade intelligence for small businesses.
HackIllinois 2026 · 2026
Artificial IntelligenceEducation
DockerPythonReact
Source pending review
AlgoPolis
A living city simulation where AI citizens react, adapt, and evolve in real time.
JAMHacks 10 · 2026
Artificial Intelligence
DockerFastAPIMongoDBPython+2
Source pending review
Atlanta Transit Agent
An agent that answers Atlanta transit questions from live data and refuses to tell you what you want to hear. I set out to prove MARTA underserves poor neighbor
Hack RenderATL · 2026
Artificial IntelligenceEducation
DockerFastAPIGeminiNext.js+2
Source pending review
Belciti
Belfast planner to see which infrastructure is useful for the future or can cause problems and protests.
HackBelfast · 2026
Artificial IntelligenceEducation
DockerPostgreSQLTypeScript
Source pending review
Blackstar
BlackStar stress-tests hospital power grids before disaster strikes: simulating cascading failures, protecting critical care, and turning every outage into an a
JacHacks SF · 2026
Artificial IntelligenceEducation
ClaudeDockerJavaScriptPython+2
Source pending review
BR
Bridge
An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.
LA Hacks 2026 · 2026
Artificial IntelligenceEducation
CloudflareDockerFastAPIJavaScript+5
Source pending review
BR
Bridge
An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.
Ship to Prod - Agentic Engineering Hackathon · 2026
Artificial IntelligenceEducation
CloudflareDockerFastAPIJavaScript+5
Source pending review
CA
CalmCue
A self-improving voice chat accessibility agent that learns your tolerance and reduces sensory overload by dynamically leveling volume, ducking overlap, and sum
Self Improving Agents Hack · 2026
Artificial IntelligenceEducation
DockerNext.jsPostgreSQLReact+2
Source pending review
CL.AI
A real Linux and Git terminal in your browser, turned into a speedrun game.You get missions, race the clock, and climb the leaderboard by solving hands-on comma
Bath Hack 2026 · 2026
Artificial IntelligenceEducation
DockerFastAPIPythonTypeScript
Source pending review
Claw-Jail
Claw-Jail is an intention-based security dashboard for OpenClaw that allows administrators to secure their network and employees in real time.
IrvineHacks 2026 · 2026
Cybersecurity
DockerFastAPIPythonReact
Source pending review