1st Place
CrossBeam
CrossBeam tackles California's ADU permit crisis.
legalvisionagents
Mike Brown
AI lab hackathons, 2025 to now
What got built, and what won.
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
- projects
- 31,980
- hackathons
- 93
- award winners
- 585
- inferred from GitHub
- 433
Grand Prize
SalesShortcut
A comprehensive AI-powered Sales Development Representative (SDR) system built with multi-agent architecture for automated lead generation, research, proposal generation, and outreach.
productivityvoiceagents
Merdan Durdyyev, Sergazy Nurbavliyev
Grand Prize
Globot
Multi-Agents. 2M-token compliance analysis. Satellite imagery risk detection. Globot turns sudden supply chain chaos into confident decisions in 60 seconds.
agentsvisionfinance
Victor Orion, Everett Deng, Molling Ma
1st Place
Kube SRE Gym
Kube SRE Gym is a self-improving RL environment where a small language model (Qwen3-1.7B) learns to diagnose and fix real Kubernetes production incidents from scratch.
dev toolsagents
Sidhartha Reddy Potu, Ashish Ranjan, Guangting Yu
Arize - 1st Place
Cassandra
AI agents fail silently, confidently wrong, and nobody notices. Cassandra is an AI that watches your AIs. It catches every lie, diagnoses why, ships a proven fix, and even grades its own accuracy.
agentsdev tools
Sirjan Singh, Kshitij Verma
1st Place
thinking
We built a self-healing coding agent that searches over compact DSL implementation plans before generating code.
dev toolsagents
Aditya Mangalampalli
1st Place
OpenCortex
OpenCortex is a social science platform where human researchers and multiple AI agents collaborate: posting ideas, writing papers, reviewing each other's work, and pushing science forward together.
scienceagents
Yann Bilien
1st Place
Ashkan + U Jin
Evaluating NYC development sites requires assembling data from 10+ disconnected sources, creating costly bottlenecks for acquisitions teams screening dozens of parcels.
productivityagents
Ashkan Radnia, U Jin Seah
1st Place
blartclaw
building AI surveillance agents for security in a city setting.
securityvisionagents
Aiden Cohen, Kris Diallo, Brendan Fay
1st Place
WALL STREET BANANAS
WALL STREET BANANAS is a 1980s trading floor simulator where players walk a 2D floor and negotiate stock trades with 22 AI-powered NPCs, each with a distinct personality and exploitable weakness.
agentscreative/music
Hayden Harrow
1st Place
MBAi
MBAi converts your business operations into visual AI workflows.
productivityagents
Darshon Singh
1st Place
Bellhop
Bellhop is an AI Chief of Staff for boutique hoteliers—right in their pocket.
financeagents
Rami Zeidan
1st Place: $2,500 in Anthropic API Credits!
Claude Cortex
A Secure Multi-Agent Reasoning Engine for High-Stakes Decisions
agentsproductivity
Daniel Gao, Vishnu Kadaba, Shubhayan Srivastava +1
1st Place
dot-dash
We reimagined how you visualise and interact with your agents, by importing sessions from codex, and bringing these agents to life.
agentsdev tools
Cameron Lloyd
1st Place
Astra HQ
Astra HQ makes you the CEO of a team of AI employees working 24/7.
agentsproductivity
Pablo Zavala, Spencer Morris, Nathan Cheng
Grand Prize
Plant Debugger: Agentic Field Partner for Brownfield Ops
For brownfield plants where the last meter has no API, Google ADK leads diagnostic loops while operators provide physical reach and site facts, verified by deterministic plant telemetry.
robotics/hardwareagents
Ryota Kanamaru
IBM - 1st Place
Eyeline — Autonomous On-Set Continuity Copilot
Autonomous multimodal continuity copilot for film script supervisors: catches prop, wardrobe, and blocking breaks in the 2-minute on-set window, backed by Gemini 3.8 Flash adjudication and Veo 3.1.
visionagents
Parallel - 1st Place
CurrentCut
The overnight AI edit desk for factual TV. Hand over the night's rushes; wake up to a first cut whose every factual line names the source it was checked against, or says why it has none.
legalagents
Masakazu Tanaka
Replit - 1st Place
wevr
The AI production studio where creators direct living, playable cinema.
creative/musicagents
Aryan Sherigar, Parth Dambhare
Elastic - 1st Place
CrisisRoute AI –|Right Patient |Right Hospital |Right Time.
A Gemini-powered emergency healthcare routing platform and MCP-integrated Elasticsearch that intelligently matches patients to the most clinically appropriate hospital using multi-agent reasoning
healthagents
Vinay Janyavula
MongoDB - 1st Place
Epiq
Intelligent A.I Outbreak Tracker
healthscienceagents
Nine Hearts, V V
Dynatrace - 1st Place
AutoSRE: The Autonomous On-Call Engineer
AutoSRE is an autonomous on-call agent that diagnoses Dynatrace incidents in seconds and queues up the fix, but cannot touch production without your one-tap approval.
dev toolsagents
Maksim Silchenko
1st Place
SoftBank OpenAI Japan
applicationの運用時に問い合わせが来た時に自動でissue起票・修正を行う
dev toolsagents
Naoto Tanaka, Hiroaki Katori, Su Yan
1st Place
HyperCode
HyperCode is a repository intelligence layer for coding agents.
dev toolsagents
Szymon Janowski, Maksymilian Operlejn
1st Place
Sentra
Sentra is a real-time decision intelligence layer embedded in retail banking frontline interactions.
financeagents
Sarah Riley, Jacopo Carrani, Marcel Deufel
1st Place
Jargon
Jargon is an AI employee advocacy platform that helps marketing teams turn their employees into LinkedIn content creators.
productivityagentsvoice
1st Place
Troubadour AI
Troubadour AI is an autonomous music orchestration agent that observes real-time events, reasons about emotional context, and dynamically directs adaptive soundtracks and narration using CrewAI, Snowflake, and ElevenLabs
creative/musicagents
Jidhnyasaa Mahajan, Jake Schwartz, Mihai Bulic +1
Grand Prize
ORION - Operating Room Intelligent Orchestration Node
A voice-directed surgical co-pilot for robotic surgery. Surgeons can speak naturally & instantly receive answers, live data on display, and real-time visual assistance - all without breaking scrub.
healthvoiceagents
Aditya Shukla
1st Place
TryOnAI
TryOnAI is a universal virtual try-on shopping assistant that lets you chat in any language, browse any e-commerce website in the world, and instantly see yourself wearing any product directly on the website using AI-pow
visionagents
Aniket Khandelwal
1st Place
Hachly
It's a multimodal AI employee onboarding tool for $14B market.
agentsproductivity
Eldar Agayev
First Place
CopperPilot
CopperPilot is accelerating the hardware design workflow. End-to-end copilot: "Generate a humidity monitor" → complete schematic → automated PCB layout → firmware with full context
robotics/hardwareagents
Grand Prize - Winner TBA at Kube Con Nov 10-13th
The Cart-to-Kitchen AI Assistant on GKE
An AI assistant to spice up your online grocery shopping experience!
agentsproductivity
GitLab Track: First Place
Pipeline Doctor
Pipeline Doctor auto-diagnoses GitLab CI failures with AI, suggests .gitlab-ci.yml fixes, auto-creates merge requests, finds similar past issues via vector search, and notifies devs instantly.
dev toolsagents
Vani Chitkara
2nd Place
Elisa
Elisa is a block-based visual IDE where kids design software by snapping blocks together and AI agents build it.
educationdev toolsagents
Jon McBee
2nd Place
Alexis Chapellier
Every year, 50 million tons of electronics become waste — not because they can't be repaired, but because board-level expertise is locked in a few hands.
repair/tradesvisionagents
Alexis Chapellier
2nd Place
Sim Francisco
Sim Francisco: a living digital twin of San Francisco's population: poll a representative, Census-seeded synthetic city in seconds, and run what-if futures before they happen.
scienceagents
Tejas Prabhune, Tanmayi Priya Dasari
GitLab Track: Second Place
Agentic CICD
Your DevOps Sidekick - Automate, Analyze, and Accelerate with AI Agents for GitLab and Google Cloud
dev toolsagents
Shalwin Sanju
Second Place
Aegis: Autonomous Multi-Agent Crisis Command
An autonomous multi-agent command center that prevents 911 collapse by triaging thousands of distress signals instantly using Google Gemini 3.
agentsvision
Danish Mansoori
2nd Place
Zero Shot Cancer
RL environment for autonomous biologist agents.
scienceagents
Sean Chang, Minh Truong, Kevin Vo
2nd Place
Zeppy
Voice calling agent that will make a call on our behalf and inquire about details in any language.
agentsvoice
Lokeswaran Aruljothy, Nagi reddy Bv
2nd Place
Agent Jones – AI Front Desk for Local Service Businesses
An AI front desk that chats with customers, books jobs, and hands off tricky cases to humans with context.
agentsproductivity
Demetris Chrysostomou, marcocancio06-commits Cancio, Logan Hobbs
Fivetran - 2nd Place
TruthKeeper
Your stack is lying to itself. TruthKeeper is the agent that listens.
productivityagents
2nd Place
Whatif
Whatif is an AI-native local studio using a swarm to help independent filmmakers build worlds with git enabled version control, generative story board building, character development, and streamlined pipeline to video ge
creative/musicagents
Kevin Loo
2nd Place
NurseMate
NurseMate is an AI co-worker for nurse advocates, the nurses who sit between patients, doctors and insurers.
healthvoiceagents
Christopher MacGregor
IBM - 2nd Place
Shadow Cut
"Multitasking is stretched to the limit" — Forbes. Shadow Cut tracks continuity in live pixels on set with Gemini & IBM, alerting directors before wrap to stop $50k reshoots.
visionagents
Patrice Deloffre-Zachelin
Grafana Labs - 2nd Place
Raccord - Accessible Experience Reliability for live media.
Raccord certifies, monitors, diagnoses, repairs and proves the accessibility of a live media experience.
accessibilityagents
Parallel - 2nd Place
Consentinel
Consentinel: one registry, two directions hunting unauthorized AI clones of performers worldwide in five languages, clearing studio deliveries before ship. AI finds evidence; humans decide.
legalagentssecurity
Prachit Tupe, Vedant Devkar, Swara Vedak
Clickhouse - 2nd Place
Retention Room
Which scene lost them? Retention Room puts playback telemetry and scripts in one room: a Gemini agent queries ClickHouse, rules out a CDN problem, then tells the editor what to trim.
agentsproductivity
2nd Place
Aniket
Upload a real government construction blueprint, ask any element a question, watch it rebuild as a measurable 3D model, and run a pipeline of five AI agents that reads it, measures it, prices it in ₹ from live Indian rat
financevisionagents
Aniket Singh
MongoDB - 2nd Place
KickOff
Seven Gemini 3 agents move 82,500 World Cup fans to MetLife Stadium — reasoning over live MongoDB Atlas via MCP, every decision a database write streamed onto a photorealistic 3D map.
agentsproductivity
abssi mustapha
Dynatrace - 2nd Place
Karma — The Reincarnation Agent for Deprecated Services
A multi-agent system that learns a deprecated service's hidden contracts and haunts its replacement, catching silent regressions every test misses. Gemini + Vertex AI Agent Builder + Dynatrace.
dev toolsagents
Roger Bavibidila
2nd Place
CodexCalls
CodexCalls is a real-time human-in-the-loop system that enables AI coding agents to safely make high-impact decisions by calling a human when needed.
voiceagents
Aneta Nikoloski
2nd Place
catalyst
In Common is an AI-powered workforce intelligence prototype that helps large organizations staff teams faster, more fairly, and with better evidence.
productivityagents
Sana Riaz, Maxine Setiawan, Vasco Eguren
2nd Place
PlushPilot
A real stuffed toy company — Adorable World (26 years in operation) — fulfills large custom orders including hospital gifts for children.
creative/musicagents
Chinat Yu, Douglas Kwok
Second Place
Commons
We empower early-career individuals to build connections through tailored recommendations, including founders and events.
productivityagents
Nathan Pannell, Arya Punjabi
2nd Place
Problem
Problem: Singapore has bad pedestrians and ever worse drivers.
visionagents
Fong Kai JIe, adore blvnk
2nd Place
1. Computer Use Attack
1.
securityagents
Yonggyu Kim
2nd Place
ToolForge
ToolForge is an autonomous AI agent that solves a core limitation of traditional AI: being stuck with only the tools it was given.
agentsdev tools
Rishi Shiramshetti, Yash Sanghvi, Abraham Bhatti
2nd Place
Evy
Evy brings the power of codex to everyone.
dev toolsagents
Julaiti Alafate, Sebastian Bosma
2nd Place
treeminspls
Founders and UI/UX Designers are true visionaries.
agentsdev tools
Joe Tan, Shashank Durgad