321 of 378 projects indexed · Partial coverage
Hackathon snapshot
A coverage-aware view of the submissions and the source code currently indexed.
GitHub linked
278
87% of indexed projects
Technology landscape
Distinct project adoption, combining Devpost claims with technologies detected in source files and dependency manifests. Click a technology to see its projects.
Code-detected Claimed only
Languages
Frameworks and platforms
AI coding-agent signals
Based on 277 of 321 indexed projects with usable repository data. Signals come from known repository paths and explicit commit attribution; they indicate evidence, not confirmed usage.
Claude Code
106 projects · 38%
Cursor
77 projects · 28%
Codex
15 projects · 5%
Codebase size comparison
Based on 277 of 321 indexed projects with usable repository data. Size is the current indexed total of recognized, non-binary source files—not historical additions.
Largest
TORQ · 82 MB
Median
375 KB
Smallest
Remote Surgical · 2.0 KB
44 projects were excluded because no recognized source files are currently indexed.
Data quality and manual review
Review projects whose latest ingestion failed. Error messages are preserved from the ingestion pipeline.
55 failed projects require review
- ADAM - Autonomous Disaster Assistance ManagerrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- AERO//SARrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- AgentPlacerepository<html> <head><title>502 Bad Gateway</title></head> <body> <center><h1>502 Bad Gateway</h1></center> <hr><center>nginx</center> </body> </html>
- AgentRewindrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- AtriarepositoryGitHub URL must point to a repository root
- BellarepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Brain to HumanoidrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- BrunorepositoryGitHub URL must point to a repository root
- bubbdy - ai lancherrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Coco AIrepositoryGitHub URL must point to a repository root
- DaisyrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- DaylightrepositoryNot Found - https://docs.github.com/rest
- DialecticrepositoryGitHub URL must point to a repository root
- DrifterrepositoryGitHub URL must point to a repository root
- EdgeLedgerrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- EMResponserepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- FlowrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- FriendPlacerepositoryGitHub URL must point to a repository root
- general magicrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Happy MomentsrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- HIVE: Swarm Intelligence.repositoryGitHub URL must point to a repository root
- ICEalertrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Keryxrepository<!DOCTYPE html> <!-- Hello future GitHubber! I bet you're here to remove those nasty inline styles, DRY up these templates and make 'em nice and re-usable, right? Please, don't. https://github.com/styleguide/templates/2.0 --> <html> <head> <title>Unicorn! · GitHub</title> <style type="text/css" media="screen"> body { background-color: #f1f1f1; margin: 0; font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; } .container { margin: 50px auto 40px auto; width: 600px; text-align: center; } a { color: #4183c4; text-decoration: none; } a:hover { text-decoration: underline; } h1 { letter-spacing: -1px; line-height: 60px; font-size: 60px; font-weight: 100; margin: 0px; text-shadow: 0 1px 0 #fff; } p { color: rgba(0, 0, 0, 0.5); margin: 10px 0 10px; font-size: 18px; font-weight: 200; line-height: 1.6em;} ul { list-style: none; margin: 25px 0; padding: 0; } li { display: table-cell; font-weight: bold; width: 1%; } .logo { display: inline-block; margin-top: 35px; } .logo-img-2x { display: none; } @media only screen and (-webkit-min-device-pixel-ratio: 2), only screen and ( min--moz-device-pixel-ratio: 2), only screen and ( -o-min-device-pixel-ratio: 2/1), only screen and ( min-device-pixel-ratio: 2), only screen and ( min-resolution: 192dpi), only screen and ( min-resolution: 2dppx) { .logo-img-1x { display: none; } .logo-img-2x { display: inline-block; } } #suggestions { margin-top: 35px; color: #ccc; } #suggestions a { color: #666666; font-weight: 200; font-size: 14px; margin: 0 10px; } </style> </head> <body> <div class="container"> <p> <img width="200" src="data:image/png;base64, iVBORw0KG
- kirurepositoryGitHub URL must point to a repository root
- KlerorepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- LifelinkrepositoryGitHub URL must point to a repository root
- LongshotrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- MeBoardrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- MedWing: Agentic Medicine Delivery w/ DronesrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- moatbookrepositoryGitHub URL must point to a repository root
- NextOprepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- NoShot (You're Still Leetcoding)repositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Omni AI: The Fully Autonomous Multi-Agent Digital AssistantrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- OpenEvidence for Payer PoliciesrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Other MemoriesrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Project helperrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- qpilotrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Reasonable GraphsrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- RecoveryLab: Personalized AI-Powered Physical TherapyrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- RePlaterepositoryGitHub URL must point to a repository root
- RewindrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- SalusrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- ScraprepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- SentinelrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- SEO Ghostwriter AgentrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- ServeNowrepositoryGitHub URL must point to a repository root
- ShotSpotrepositoryGitHub URL must point to a repository root
- SiriClaw - an AI agent that executes tasks on your phone.repositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- SuyesrepositoryGitHub URL must point to a repository root
- SynapsisrepositoryGitHub URL must point to a repository root
- TargetONCO - Turning Weeks of Cancer Analysis into Minutesrepository<html> <head><title>502 Bad Gateway</title></head> <body> <center><h1>502 Bad Gateway</h1></center> <hr><center>nginx</center> </body> </html>
- The robot data projectrepositoryGitHub URL must point to a repository root
- Tidepool EducationrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- Trading in XR with picorepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository
- UsaidrepositoryNot Found - https://docs.github.com/rest/repos/repos#get-a-repository