# The Recursive Agents Hackathon: Project Gallery

- **Event:** [The Recursive Agents Hackathon](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon)
- **When:** Sat, Oct 17 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Hosts:** [Cerebral Valley](https://cerebralvalley.ai/u/cv), [Crusoe](https://cerebralvalley.ai/u/crusoe)
- **Projects:** 109 (6 placed)
- **Page:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery

## Projects

### 1. supplier-chief-of-staff

Supplier Chief of Staff is a recursive agent team that prevents a specialty-pharma manufacturer from running out of materials and asks a planner on Telegram…

- **Team:** [Paritosh Kulk](https://cerebralvalley.ai/u/pkul)
- **GitHub:** https://github.com/paritoshk/supply_chain_recursive_agent
- **Demo video:** https://www.loom.com/share/9393ed602b2142c1bf8a2c22e50f90ed
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/1

### 2. icomppower.com

EMR Copilot: an agent team that clears a clinic's overnight back office (claim denials, prior auths, referrals, chart prep) and writes and verifies its own…

- **Team:** [Johnny Lai](https://cerebralvalley.ai/u/SharkGundam)
- **GitHub:** https://github.com/icomppower/emr-copilot
- **Demo video:** https://youtu.be/TlqXVltRuns
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/2

### 3. Mato

Lets go : An agent that lives in your chat. Ask it to plan, and it turns everyone’s messages into rules.

Our second agent, Mato, learns from LetsGo's…

- **Placement:** Finalist
- **Team:** [Krrish Agarwalla](https://cerebralvalley.ai/u/krrish_agar), [Vibhuti Rajpurohit](https://cerebralvalley.ai/u/vra)
- **GitHub:** https://github.com/kkkamur07/mato
- **Demo video:** https://youtu.be/oji4MVncP9E
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/3

### 4. Traceback

AI agents often say “done” as soon as the tests pass, but the tests can have blind spots. Traceback is my answer to that for the Done Means Done track. You…

- **Team:** [Isabella Doan](https://cerebralvalley.ai/u/isabellasay_)
- **GitHub:** https://github.com/saintmonika/traceback
- **Demo video:** https://drive.google.com/file/d/1Zcxdawle-zVjP5G7wxUV8OSVbg6_PciC/view?usp=drive_link
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/4

### 5. SPARKLETEAM

SPARKLETEAM is a self-improving agent team that teaches itself to load a dishwasher. It learned one law of physics and one superstition, and we measured which…

- **Placement:** 2nd Place
- **Team:** [dave rauchwerk](https://cerebralvalley.ai/u/elevenarms)
- **GitHub:** https://github.com/elevenarms/RSHI
- **Demo video:** https://elevenarms.github.io/RSHI/assets/video/sparkleteam-demo.mp4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/5

### 6. DoneDone

DoneDone is a framework that gives agent teams everything they need to loop. Start with a one-line goal, approve a suggested list of verifiable tasks…

- **Team:** [Sean Chang](https://cerebralvalley.ai/u/mrchang)
- **GitHub:** https://github.com/seanchangg/crusoe-hackathon
- **Demo video:** https://youtu.be/nmjOVjq9xY0
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/6

### 7. Factory N+1

https://factory-n1.vercel.app/

Every generation has to prove it's better than the last.

Factory N+1 is an AI team that redesigns a simulated package…

- **Team:** [Benjamin Shyong](https://cerebralvalley.ai/u/BenjaminBear)
- **GitHub:** https://github.com/benikigai/factory-n1
- **Demo video:** https://youtu.be/rYMa50uhpzA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/7

### 8. Immune

Immune is a recursive testing and repair system for AI shopping agents. It tackles a subtle problem: a fix that stops an attack can also break legitimate…

- **Team:** [Aradhya Mishra](https://cerebralvalley.ai/u/odo)
- **GitHub:** https://github.com/odoisveryverygood/agent-immune-system/tree/feature/policy-council
- **Demo video:** https://youtu.be/V7x2gDhBzZo
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/8

### 9. Hanuman

AstroMesh is a multi-agent simulation and autonomous constellation management platform designed to handle Low Earth Orbit (LEO) congestion using Crusoe…

- **Team:** [Jupalli BHAVANAND](https://cerebralvalley.ai/u/Bhavanand)
- **GitHub:** https://github.com/JupalliBhavanand/Astromesh
- **Demo video:** https://youtu.be/lfJ4fsiHX08
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/9

### 10. No free wins

No Free Wins is an AI agent team that makes Python code faster and only counts a speedup it can prove. You give it a repo or GitHub URL and a goal such as…

- **Team:** [Siddharth Bhat](https://cerebralvalley.ai/u/Sid42), [Anmol Sharma](https://cerebralvalley.ai/u/Anmols)
- **GitHub:** https://github.com/thesid42/no-free-wins
- **Demo video:** https://drive.google.com/drive/folders/1A8o4F-00vVRU1tBkN7onk_uVMkgV7tyP?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/10

### 11. kerngen

Recursive search for GPU kernels  with an LLM: compile-checked without a GPU, timed on one when there is one.

- **Team:** [S G](https://cerebralvalley.ai/u/whatdhack)
- **GitHub:** https://github.com/whatdhack/mini-kerngen
- **Demo video:** https://github.com/whatdhack/mini-kerngen/blob/main/assets/demo.gif
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/11

### 12. BuzzSaws

A recursive self-improving agent that writes optimized SQL queries.

Sometimes, reporting dashboards let customer enter their own SQL queries. Their SQL…

- **Team:** [Ayush Kumar](https://cerebralvalley.ai/u/ayukumar261)
- **GitHub:** https://github.com/ayukumar261/buzzsaws
- **Demo video:** https://youtu.be/k1b05GnZmo0
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/12

### 13. Unfoolable

Unfoolable is a self-improving AI agent team that can't fool itself. AI agents often say "done" when the work is wrong — our starting team did it 8 out of 9…

- **Team:** [Steve George](https://cerebralvalley.ai/u/stevegeorge)
- **GitHub:** https://github.com/stevegeorge2002/unfoolable
- **Demo video:** https://youtu.be/tWByDq0JlO0
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/13

### 14. Repro

Repro turns a vague website complaint into independently verified reproduction steps, browser evidence, runnable tests, and an optional tested patch. A…

- **Team:** [Ali Madinovich Zhumataev](https://cerebralvalley.ai/u/fridaytaev)
- **GitHub:** https://github.com/fridaytaev001/repro
- **Demo video:** https://www.loom.com/share/b4c05e1942da44e1b28a6b15c602064a
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/14

### 15. CORE GENESIS

CORE GENESIS - The AI-Native Company That Builds, Tests, and Evolves Itself

What if a company could autonomously research, build products, test its own work…

- **Team:** [Vincent Leguide](https://cerebralvalley.ai/u/Vincentleg)
- **GitHub:** https://github.com/vincentleg/core-genesis
- **Demo video:** https://youtu.be/81G7omKXXec
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/15

### 16. TeamAIWork

# Recursive Travel AI — Self-Improving Multi-Agent Travel Planner

**Project overview**

Recursive Travel AI is a multi-agent travel planning application that…

- **Team:** [Burak Keskin](https://cerebralvalley.ai/u/Burak123)
- **GitHub:** https://github.com/Bkeskin10/recursive-travel-agents
- **Demo video:** https://youtu.be/Ym7-RE7ipoA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/16

### 17. HOLDOUT

AI agents fill vague goals with their own assumptions, then confidently report "done". Proof of Done is an agent team on Crusoe Managed Inference that is not…

- **Team:** [hima vanth](https://cerebralvalley.ai/u/himavanth)
- **GitHub:** https://github.com/himavanthkar/proof-of-done/tree/main
- **Demo video:** https://github.com/himavanthkar/proof-of-done/blob/main/media/proof_of_done_demo.mp4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/17

### 18. AutoFab

A chip is a lot of tiny switches wired together. One wire on the wrong pin and it gives wrong answers, and you can’t see it. AutoFab is a chip factory where…

- **Team:** [Prem Kanaparthi](https://cerebralvalley.ai/u/premxai), [TULASI VENKATA SRI VARSHINI PADAMATA](https://cerebralvalley.ai/u/Sri-Varshini-09)
- **GitHub:** https://github.com/premxai/AutoFab
- **Demo video:** https://youtu.be/92VXzGx4Q2Y
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/18

### 19. Crusoe-Cooler-System

Crusoe Cooler System is an autonomous physical-AI digital twin for liquid-cooled AI data centers. Crusoe Managed Inference serves as the cognitive engine for…

- **Team:** [C Parekh](https://cerebralvalley.ai/u/chetas), [Tejen Patel](https://cerebralvalley.ai/u/tejen-kaya)
- **GitHub:** https://github.com/chetas1208/Crusoe-Cooler-System
- **Demo video:** https://drive.google.com/file/d/1hgadaO62iC8feNCiePCuZLzad_Rjnusv/view?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/19

### 20. Nemotron Done Means Done

An evidence-driven reliability framework for autonomous agents powered by Nemotron on Crusoe Managed Inference. We capture real native agent tool calls and…

- **Team:** [Yuheng Cai](https://cerebralvalley.ai/u/stevecai)
- **GitHub:** https://github.com/yuhengcai1/nemotron-done-means-done
- **Demo video:** https://raw.githubusercontent.com/yuhengcai1/nemotron-done-means-done/main/demo/submission-demo.mp4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/20

### 21. Ming

Calendar app that redesigns itself from learned usage patterns

- **Team:** [Tasos Vemmos](https://cerebralvalley.ai/u/TVemmos), [Becky Bai](https://cerebralvalley.ai/u/Becky_), [Mingyang Li](https://cerebralvalley.ai/u/myli)
- **GitHub:** https://github.com/tslmy/cal
- **Demo video:** https://youtu.be/cPQXFJvb3Sw
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/21

### 22. Shadowbox

Shadowbox is a system where two AI teams get better at chip design by competing with each other, while the underlying model stays exactly the same.

In the…

- **Team:** [Swarchis Kulkarni](https://cerebralvalley.ai/u/swarchis), [Bhargav Nemani](https://cerebralvalley.ai/u/bhargavnemani), [Aditya Singampalli](https://cerebralvalley.ai/u/aditya_singam)
- **GitHub:** https://github.com/swarchis/Shadowbox
- **Demo video:** https://youtu.be/PZl4mocI0WY
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/22

### 23. Concord

Concord is an agent team that builds and enforces a glossary for long-form translation, the "shared brain" for a Chinese novel translated into English. Many…

- **Team:** [Lo Ferris](https://cerebralvalley.ai/u/loferris)
- **GitHub:** https://github.com/loferris/concord
- **Demo video:** https://youtu.be/DDBID2b0bAg
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/23

### 24. Robot-Agent-Lab

Robot Agent Lab: a team of Nemotron agents runs a science lab's night shift on a simulated SO-101 arm. Tubes arrive with coloured caps. Red goes to the cold…

- **Team:** [Abhijit Betigeri](https://cerebralvalley.ai/u/abhijitbetigeri)
- **GitHub:** https://github.com/abhijitbetigeri/robot-agent-lab
- **Demo video:** https://abhijitbetigeri.github.io/robot-agent-lab/assets/demo.mp4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/24

### 25. Done

Agents fill vague goals with silent assumptions and then confidently report success. done turns a one-line goal into a self-splitting tree of agents that…

- **Team:** [Kush Ise](https://cerebralvalley.ai/u/KUSH2704)
- **GitHub:** https://github.com/Kush614/done
- **Demo video:** https://www.loom.com/share/1bdce19966af424fa1fb17cfbe73e5c8
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/25

### 26. AYA

AYA turns a feature request and a working software reference into a tested component for your own product.
You provide a target GitHub repository, the…

- **Team:** [Ali Quidwai](https://cerebralvalley.ai/u/Ali_Quidwai)
- **GitHub:** https://ali-maq.github.io/aya-demo/
- **Demo video:** https://youtu.be/9P15RoqnbsA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/26

### 27. TicketZero

TicketZero is a recursive AI support engineer that doesn't just propose fixes, but verifies them.

Traditional AI support agents repeatedly process entire…

- **Team:** [Perkin Yang](https://cerebralvalley.ai/u/perkin0909), [Charles W](https://cerebralvalley.ai/u/charlesthegoat), [Evan Yu](https://cerebralvalley.ai/u/evanyu30), [Jonathan Fang](https://cerebralvalley.ai/u/JFang)
- **GitHub:** https://github.com/evanyu30/TicketZero
- **Demo video:** https://youtu.be/aZrxqofeP88
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/27

### 28. NemoDots

The problem: Agents act on old facts. In a multi-agent team, one agent often keeps acting on a fact that has since changed. The result is wasted work or the…

- **Team:** [Charlie Gillet](https://cerebralvalley.ai/u/charlie_gillet)
- **GitHub:** https://github.com/charliegillet/nemodots
- **Demo video:** https://drive.google.com/drive/folders/1IMReBRbyj5vERwldbtcOuoTNXwIxhj6J?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/28

### 29. Miles

Miles: a self-improving music agent for anything, one MCP away.

Miles is Claude Code for music. You give it a brief like “tense trailer cue, 90 BPM, C minor”…

- **Team:** [Steven Zhang](https://cerebralvalley.ai/u/stevenzhang)
- **GitHub:** https://github.com/Shuhan-Zhang/miles-evolve
- **Demo video:** https://youtu.be/3Z3qFV5I2LI
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/29

### 30. piiguard: the self-learning content layer for sandboxed agents

piiguard: a PII leak guard for sandboxed agents that trains itself, in your industry's language.

  The problem. NVIDIA NemoClaw runs agents inside an…

- **Team:** [Akhil Vallala](https://cerebralvalley.ai/u/Akhil_v_krishna)
- **GitHub:** https://github.com/Akhilvallala1/piiguard
- **Demo video:** https://youtu.be/qMEf-XKlkFI
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/30

### 31. Covora

FocalPoint is an AI chat app that watches how you read and adjusts its answers to match.

- **Team:** [Yash Patodkar](https://cerebralvalley.ai/u/ypatodkar)
- **GitHub:** https://github.com/ypatodkar/Covora-Hackathon
- **Demo video:** https://youtu.be/5sjAeEy6p1g
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/31

### 32. Recursive Agent Chemist

A team of agents that invent novel candidate drug molecules for curing a user-specified disease. 

You can just give the team a disease name and walk away. It…

- **Team:** [Araav Nayak](https://cerebralvalley.ai/u/Rav007)
- **GitHub:** https://github.com/AraavNayak/Recursive-Agent-Scientist
- **Demo video:** https://youtu.be/h7ltAdle96c
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/32

### 33. pick it easy

a vision-based robotic arm project, a student supervised by NVIDIA Nemotron 3.5 Super VL - a state-of-the-art multimodal reasoning, tool-use proficiency, and…

- **Team:** [sam sam](https://cerebralvalley.ai/u/gguf)
- **GitHub:** https://github.com/mochiyaki/pick-it-easy
- **Demo video:** https://youtu.be/GtqHbfSGJcI
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/33

### 34. THE agents

A team of AI agents that has to prove every change it makes to itself. After each run it proposes one change to its own rules or setup; a plain-code gate…

- **Team:** [Alexandra Seraphina Victoria Hsu](https://cerebralvalley.ai/u/alexandrahsu)
- **GitHub:** https://github.com/HsuJudy/Recursive-agents
- **Demo video:** https://youtu.be/vvgo_Iy_onw
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/34

### 35. HomeOS

For AI to help with your physical home, it needs to understand the space, the things in it, and whether its proposed changes actually work.

I built HomeOS: a…

- **Team:** [Theo Luu](https://cerebralvalley.ai/u/luut)
- **GitHub:** https://github.com/razorback4417/homeOS
- **Demo video:** https://drive.google.com/file/d/1ICs43pVxr3DweiUa5roh0RRJskYcgyFY/view?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/35

### 36. Proofline

Casefile is a governed recursive-agent system for verifying complex public-record claims across fragmented government and investigative sources.
Public…

- **Team:** [Harsh Bajaj](https://cerebralvalley.ai/u/vectorvoyager)
- **GitHub:** https://github.com/harsh543/crusoe-recursive-agents
- **Demo video:** https://www.loom.com/share/b88e840723cf4153b9cd14b35674b0cc
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/36

### 37. Darwin

Darwin Inc. — Human org charts are generation zero.

The problem: Every company is about to deploy teams of AI agents, but they organize them by copying human…

- **Team:** [Sunny Rodrigues](https://cerebralvalley.ai/u/sunnyrodrigues), [Nithin Chintala](https://cerebralvalley.ai/u/nchint)
- **GitHub:** https://github.com/srodrift/darWIN
- **Demo video:** https://www.loom.com/share/e667607b6c6e4cc498f782888ab12136
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/37

### 38. Harveyj

Bug Hunters is a QA crew that lives inside the Godot editor. You press one button and AI testers play your game, find bugs, prove each bug by replaying it…

- **Team:** [Harvey Jiang](https://cerebralvalley.ai/u/harveyj123)
- **GitHub:** https://github.com/harveyj123/curoseHack
- **Demo video:** https://youtu.be/Mz17NfEhfxI
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/38

### 39. Escape Labs

Escape Labs is an autonomous cancer-research workflow built using published FGFR laboratory data. Its ambition is to help researchers anticipate drug…

- **Team:** [Ishaq Ibrahim](https://cerebralvalley.ai/u/ishaq)
- **GitHub:** https://github.com/Gentle-mann/escape-lab
- **Demo video:** https://www.loom.com/share/7f7cd52a924a4626af662e5e756726e3
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/39

### 40. Team Sway

Sway is endless instrumental music, generated by Google's Lyria, that learns your taste from two buttons: thumbs up and thumbs down. The music never stops…

- **Team:** [Peyton Li](https://cerebralvalley.ai/u/peli), [Pavan Adipuram](https://cerebralvalley.ai/u/PavanAdi), [Xueming Xu](https://cerebralvalley.ai/u/FelixGoGoGo), [Joy Khera](https://cerebralvalley.ai/u/joyk)
- **GitHub:** https://github.com/joykhera/sway
- **Demo video:** https://cap.so/s/g9a95y0hkg63zma
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/40

### 41. Crusoe Forge

Crusoe Forge is an agent that speeds up FPGA designs. You give it a slow Verilog design and a target clock speed for a Lattice ECP5 chip. It rewrites the…

- **Team:** [ALI AMJAD](https://cerebralvalley.ai/u/aliamjad), [Zubair Zafar](https://cerebralvalley.ai/u/zubair480)
- **GitHub:** https://github.com/zubair480/Crusoe-Forge
- **Demo video:** https://www.loom.com/share/173aaa7876eb4e94a9e4a41f8809518d
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/41

### 42. Gemba

Gemba is a decision twin for operations. Slotting software and digital twins tell a warehouse where things should go and how the floor behaves; they treat the…

- **Team:** [Enzo Junqueira](https://cerebralvalley.ai/u/enzopj), [Sudhersan KV](https://cerebralvalley.ai/u/sudhersankv)
- **GitHub:** https://github.com/enzojunq/gemba
- **Demo video:** https://drive.google.com/drive/folders/195liBWGiOSN7Pl7ZiFbqhTgOSw690oM3?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/42

### 43. BrainBob - Shared Memory

BrainBob is a shared brain for agent teams: keep knowledge current, control who can use it, and trace every change.

When one agent remembers an outdated…

- **Team:** [Jerel Velarde](https://cerebralvalley.ai/u/jerelvelarde), [Bonan Kou](https://cerebralvalley.ai/u/BonanKou)
- **GitHub:** https://github.com/jerelvelarde/BrainBob
- **Demo video:** https://www.youtube.com/watch?v=3NbUdL4IthA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/43

### 44. manubaba

DeepCore-N1: An autonomous, self-evolving RGB-D vision and force-guided excavation engine built on Crusoe Managed Inference using NVIDIA Nemotron. Given a…

- **Team:** [Manvender Raparia](https://cerebralvalley.ai/u/Manubaba)
- **GitHub:** https://github.com/manvendersingh21/deepcore-n1
- **Demo video:** https://drive.google.com/file/d/1aitkSNBMzTxd57gakdhpFKdB_YMqTE-j/view?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/44

### 45. Measured

An AI data center is a stack of optimization problems: where the racks go, how equipment is placed, the GPU kernels, and the inference bill. Code can check…

- **Team:** [Shardul Aggarwal](https://cerebralvalley.ai/u/shardula), [Nathan Qiu](https://cerebralvalley.ai/u/nqiu)
- **GitHub:** https://github.com/nathanqiu07/RecursiveAgentsHackathonProject
- **Demo video:** https://youtu.be/vasMwsAZC7s
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/45

### 46. Silk Lab

Silk Lab is a self-evolving research lab: a platform where a team of AI agents builds, measures and improves itself on a real research goal. You give it one…

- **Team:** [Fanchao Yu](https://cerebralvalley.ai/u/evelynyu), [yan ziyuan](https://cerebralvalley.ai/u/Ryan-Yan), [xi zhao](https://cerebralvalley.ai/u/Xi06)
- **GitHub:** https://github.com/yanzai-4/silk-lab
- **Demo video:** https://youtu.be/VEzN80-P2Lw
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/46

### 47. EvoAction

Annotating videos for temporal action segmentation is expensive and time-consuming, especially for Physical AI, where identifying precise transitions between…

- **Team:** [Ritik Bompilwar](https://cerebralvalley.ai/u/ai_ritik)
- **GitHub:** https://github.com/RITIK-12/EvoAction
- **Demo video:** https://youtu.be/AHA78WNmmAA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/47

### 48. Clueso

Clueso is a self-improving AI agent team that audits websites for privacy disclosure gaps, tracking issues, and altered brand badges.

It verifies findings…

- **Team:** [Sanmukh Sain Karri](https://cerebralvalley.ai/u/bluetail)
- **GitHub:** https://github.com/samshanmukh/Clueso
- **Demo video:** https://www.loom.com/share/2667d8e906664e5280909c577e55e9b9
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/48

### 49. Silico - comes from “in silico,” which means an experiment or simulation performed on a computer.

Silico doesn’t just generate an answer. It checks whether the work meets the goal and shows what remains unresolved.

Silico lets you ask a question and…

- **Team:** [Mahin Bharathwaj](https://cerebralvalley.ai/u/Mahinb)
- **GitHub:** https://github.com/Mahin2076/silico
- **Demo video:** https://www.youtube.com/watch?v=ad5UaVHeRBk
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/49

### 50. AGI Factory

AGI Factory is a robot maintenance team that rewrites itself and keeps a change only when unseen factory months prove it better and safer. It runs a real…

- **Placement:** 3rd Place
- **Team:** [Touko Ursin](https://cerebralvalley.ai/u/toukoursin)
- **GitHub:** https://github.com/ToukoUrsin/factory-autopilot
- **Demo video:** https://www.loom.com/share/6174da8d1b294fb4b0171f136a58b3de
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/50

### 51. Proofreaders

Pitstop: a supervisor agent that learns to catch drift in agent swarms

Long-running agent teams fail quietly. A sub-agent drifts off task, hallucinates a…

- **Team:** [Arjun Mittal](https://cerebralvalley.ai/u/arjunm), [Qamil Mirza bin Abdullah](https://cerebralvalley.ai/u/Qamil_Mirza), [Gautam Bhooma](https://cerebralvalley.ai/u/gautamb)
- **GitHub:** https://github.com/Qamil-Mirza/gepa-financial-agent
- **Demo video:** https://www.youtube.com/watch?v=_qbP4CJlQKk
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/51

### 52. CampusLoop

CampusLoop turns student move-out waste into affordable move-in kits. Students moving out upload a photo of an item. A vision agent grades its condition…

- **Team:** [Pedro Nascimento](https://cerebralvalley.ai/u/pedronascimento), [Augusto Araujo](https://cerebralvalley.ai/u/augustolps)
- **GitHub:** https://github.com/pedronasci1707-ship-it/recursive-agents-hackathon
- **Demo video:** https://youtu.be/CsrQzlIc-xA?si=3pRA4VAy_yf2Mvu1
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/52

### 53. Oak

The cost of hardware iteration is high; constant back-and-forth between electrical engineers, manufacturers, and project managers. Especially in industries…

- **Team:** [Aayush Gandhi](https://cerebralvalley.ai/u/aayushgandhi), [Anish Gupta](https://cerebralvalley.ai/u/AnishGupta), [Vishnu Vishak Srinivas](https://cerebralvalley.ai/u/VishnuSrinivas)
- **GitHub:** https://github.com/gandhiaayush/cv-hack
- **Demo video:** https://youtu.be/XJCS9vGpRzk
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/53

### 54. Tableside

Robotic(humanoid) meal delivery in ahouse/restaurant : carrying food and drinks safely to a destination.

- **Team:** [Kaushik Sivakumar](https://cerebralvalley.ai/u/kaushik07)
- **GitHub:** https://github.com/KaushikSiva/k1-meal-delivery
- **Demo video:** https://youtu.be/hmF7lqTW4_w
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/54

### 55. Nesting Ralphs

A loss function for agent traces based on Ralph Wiggum and Russian   Nesting Dolls principles

- **Team:** [Alex Varga](https://cerebralvalley.ai/u/varga)
- **GitHub:** https://github.com/SecurityQQ/nesting-ralphs
- **Demo video:** https://screen.studio/share/enqJ98Hw?state=uploading
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/55

### 56. fremont hub

Done Means Done is an AI fact-checking team that checks its own work before calling it finished. Give it an article link, and it picks up to six factual…

- **Team:** [Aryan Tomar](https://cerebralvalley.ai/u/ryntmr), [Amit Gawate](https://cerebralvalley.ai/u/timaeta)
- **GitHub:** https://github.com/amitgawate/crusoe_hackathon
- **Demo video:** https://drive.google.com/drive/u/0/folders/10axoJng8PnxpYxgjvTYB6J5dmfjTV7h3
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/56

### 57. Twin

Twin is an AI teammate that joins your meetings, not a note-taker. It joins the call with its own tile and voice. It sketches the architecture on a shared…

- **Team:** [Parsh Gandhi](https://cerebralvalley.ai/u/ParshG), [Preet Karia](https://cerebralvalley.ai/u/preetkaria)
- **GitHub:** https://github.com/Preet37/CrusoeHacks
- **Demo video:** https://youtu.be/3PfwprKgQio
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/57

### 58. Etch

Etch turns one sentence into a real circuit board. You say “build a GPS tracker like an AirTag” and walk away. A team of agents picks real parts, writes the…

- **Placement:** 1st Place
- **Team:** [pranav achar](https://cerebralvalley.ai/u/prnav), [Nithin](https://cerebralvalley.ai/u/nithinaruswamy)
- **GitHub:** https://github.com/PranavAchar01/etch
- **Demo video:** https://drive.google.com/drive/folders/1TBUbX_thPRFOxTHU5YdWisOwfpo3xfJn?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/58

### 59. FORGE

I’m a high schooler and a supersonic engineer at Boom. Designing aircraft normally takes a big team and millions in hardware money. FORGE puts that ability in…

- **Team:** [Krish Garg](https://cerebralvalley.ai/u/krishhhg), [Aayushya Patel](https://cerebralvalley.ai/u/ptlnextdoor), [Rohan Prabhaakar](https://cerebralvalley.ai/u/opppopp123), [Anuj Shah](https://cerebralvalley.ai/u/biggirrafe1234)
- **GitHub:** https://github.com/ptlnextdoor/ouroboros
- **Demo video:** https://drive.google.com/drive/folders/1buK8Z6-CydabJjI7-PaxI064iwWllkrd?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/59

### 60. Team Recipe Forge

recipe-forge: 

recursive Nemotron agents that make NVIDIA's Nemotron serving recipes faster, losslessly, with every gain verified.

It's basically Nemotron…

- **Team:** [Hari Gangadharan](https://cerebralvalley.ai/u/SquaredCube)
- **GitHub:** https://github.com/Hcoder10/recipe-forge
- **Demo video:** https://drive.google.com/file/d/14ojP42sAX8ZXhHYuU9vnbHlhV5xmgvfu/view?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/60

### 61. Synapse Commander

The hastily sent colony ships escaping the calamity arrive to discover the hoped for paradise is a harsh wasteland barely suitable for life. Until the supply…

- **Team:** [Octavian Cosmin](https://cerebralvalley.ai/u/octavianc)
- **GitHub:** https://github.com/cosmicz/synapse-commander
- **Demo video:** https://youtu.be/HB_3_HVJ1YE
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/61

### 62. Sift agent

AI-assisted development is changing how quickly software gets built. Developers can now generate and ship code faster than ever, resulting in a growing volume…

- **Team:** [Nathan Weldegiorgis](https://cerebralvalley.ai/u/NathanWelde), [Karen Emily Muhwezi](https://cerebralvalley.ai/u/karenemily)
- **GitHub:** https://github.com/NWelde/crusoe-ci-agent
- **Demo video:** https://www.loom.com/share/3698f7bf5d05472eb9c394ac7b4b1d28
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/62

### 63. Wall-Ne: Self Improving & Healing Farm Stewards

Wall-Ne is a self-healing, self improving, and fully autonomous agent flock that irrigates, fertilizes, and cares for crops. Each instance of a wall-ne robot…

- **Team:** [Kevin Loo](https://cerebralvalley.ai/u/lookevink)
- **GitHub:** https://github.com/lookevink/wall-ne
- **Demo video:** https://youtu.be/bZgaTL4FWxw
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/63

### 64. Liftoff

Liftoff makes launch videos for your brand, and checks them before you see them.

Paste your website. Liftoff learns your brand (name, colours, tone), looks…

- **Team:** [Mohammad Adnan](https://cerebralvalley.ai/u/iamadnan)
- **GitHub:** https://github.com/techadnank9/liftoff
- **Demo video:** https://drive.google.com/drive/folders/1vJkGbvIzXxwhBmi4Y-x8FTcsrShxF1Kn?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/64

### 65. NeuroRecursion

Brain-computer interfaces lose accuracy every day as neural signals drift, so today’s systems make users recalibrate. Neuralink users spend about 55 minutes a…

- **Team:** [Sandeep Vijayarao](https://cerebralvalley.ai/u/VijayaraoSandeep)
- **GitHub:** https://github.com/sandeepvijayarao09/neurorecursion
- **Demo video:** https://youtu.be/heTIIpv9mGM
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/65

### 66. FutureOS

We built Jarvis. 

Like literally Jarvis from Iron Man. You can use your voice to tell your computer to do things like in the movie and it'll go out and do…

- **Team:** [Vishnu Vennelakanti](https://cerebralvalley.ai/u/vvennela)
- **GitHub:** https://github.com/vvennela/jarvis
- **Demo video:** https://www.loom.com/share/d7a23aa191cb45bfaf311d25f2883d0c
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/66

### 67. pea-brain

Product knowledge goes stale the moment it’s written down. Product Brain is a shared memory that a team of agents keeps current, lean, and contradiction-free…

- **Team:** [Aditi Apoorva Raghuvara](https://cerebralvalley.ai/u/aditijr), [Jeeya Khetia](https://cerebralvalley.ai/u/jeeya1)
- **GitHub:** https://github.com/jk118/product-brain
- **Demo video:** https://youtu.be/gbhfnkbGiOg
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/67

### 68. Friday

I created a memory system where both the judge/critic learns to evaluate the demands of the agent task, and the knowledge is CRUD and its saliency is…

- **Team:** [Slava Zinevich](https://cerebralvalley.ai/u/Slavazin)
- **GitHub:** https://github.com/slavazin/friday
- **Demo video:** https://drive.google.com/file/d/1abXv9EGYPX4EnKvteGdmz697FkJfgmgX/view?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/68

### 69. Car1y 🚗

Carly: an AI agent team that buys and sells used cars for a dealership, and gets better with every deal.

Used-car dealers spend all day scrolling Facebook…

- **Team:** [Ramis Hasanli](https://cerebralvalley.ai/u/ramizik), [FNU Avinash](https://cerebralvalley.ai/u/favinash)
- **GitHub:** https://github.com/ramizik/car-dealer
- **Demo video:** https://youtu.be/00OYvkbdv9s
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/69

### 70. Understudy

Understudy is an autonomous on-call team for an AI inference factory fleet. When a node in the fleet breaks (wrong model ID, a port squatter, a crashed…

- **Team:** [David Izikowitz](https://cerebralvalley.ai/u/dizzy1900)
- **GitHub:** https://github.com/dizzy1900/understudy
- **Demo video:** https://youtu.be/G9l_eTcv1gg
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/70

### 71. Lineage

Lineage is a team of autonomous AI agents that solves difficult problems with zero human supervision. Every agent runs on NVIDIA Nemotron 3 Nano, powered by…

- **Team:** [Gautam Anand](https://cerebralvalley.ai/u/codergautam), [Prathyek Poojary](https://cerebralvalley.ai/u/prathyek), [Peter Rubin](https://cerebralvalley.ai/u/PeterRubin22), [Pranav Sambhu](https://cerebralvalley.ai/u/psambhu)
- **GitHub:** https://github.com/codergautam/lineage
- **Demo video:** https://youtu.be/YTOeqJkM5rU
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/71

### 72. Contract Reader

This helps attorney to review the contracts and find out the errors, users need to correct first, helping them do some corrections before the contracts handed…

- **Team:** [Qian Yu](https://cerebralvalley.ai/u/Qian)
- **GitHub:** https://github.com/Qianyu2021/recursive-agent
- **Demo video:** https://drive.google.com/drive/folders/1M6OJVXJFBR2xKS-fjlvB4FG8xqml9rX-?dmr=1&ec=wgc-drive-%5Bmodule%5D-goto&q=sharedwith:public%20parent:1M6OJVXJFBR2xKS-fjlvB4FG8xqml9rX-
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/72

### 73. Trendify

Trendify is an AI-powered trend discovery platform that finds emerging trends before they go viral. It deploys thousands of autonomous agents across social…

- **Placement:** Finalist
- **Team:** [Chase West](https://cerebralvalley.ai/u/chase-west), [Asa Gangjee](https://cerebralvalley.ai/u/Regengineer), [Justin Wu](https://cerebralvalley.ai/u/jwu), [Cain Patel](https://cerebralvalley.ai/u/cain12)
- **GitHub:** https://github.com/CainPatel/Trendify
- **Demo video:** https://youtu.be/ZE0qbMvYcoc
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/73

### 74. Probity AI

One-line pitch

Your coding agent says "task complete" and exits 0; done-receipt re-runs the work out of its reach and hands you a signed receipt that says…

- **Team:** [Sankalp Gilda](https://cerebralvalley.ai/u/sgilda)
- **GitHub:** https://github.com/astrogilda/done-receipt
- **Demo video:** https://drive.google.com/file/d/1JUM7ZzTWkwyVZPtarQUHyTKpR-d5sREW/view
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/74

### 75. Up in the Air: Air Traffic Control Agent

Air traffic controllers juggle aircraft, radio calls, and changing conditions under intense pressure. Up in the Air explores a recursive agent team that…

- **Team:** [Oscar Hong](https://cerebralvalley.ai/u/sfoscar), [Ali Jeffrey Razfar](https://cerebralvalley.ai/u/arazfar), [guzus jung](https://cerebralvalley.ai/u/guzuseth), [Bharat Katyal](https://cerebralvalley.ai/u/Bharatk)
- **GitHub:** https://github.com/arazfar/uita
- **Demo video:** https://youtu.be/l34F51cERjg
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/75

### 76. Antaeus

Antaeus is an autonomous research lab for recursive agent improvement. Given a capability goal, Antaeus generates executable synthetic environments that…

- **Placement:** Finalist
- **Team:** [Rome Thorstenson](https://cerebralvalley.ai/u/rome)
- **GitHub:** https://github.com/Rome-1/antaeus
- **Demo video:** https://youtu.be/L2REqZAGIZQ
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/76

### 77. Rare Disease Detective

Rare Disease Detective is a human-in-the-loop team of AI agents that cross-checks hard medical cases and hands them back to the doctor with the evidence…

- **Team:** [Holly Tang](https://cerebralvalley.ai/u/Holly99), [Wiktoria Milczynska](https://cerebralvalley.ai/u/wikimilczynska)
- **GitHub:** https://github.com/tangxiya-star/rare-disease-detective
- **Demo video:** https://kommodo.ai/recordings/SIzmUCy1Opf6oZPxCuAb?onlyRecording=1
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/77

### 78. VideoLoop

vidloop is a team of AI agents that makes short films and fixes its own work. Nemotron storyboards and judges, Qwen-Image and HappyHorse generate, and Codex…

- **Team:** [Guangting Yu](https://cerebralvalley.ai/u/GuangtingYu)
- **GitHub:** https://github.com/yugt/vidloop
- **Demo video:** https://youtu.be/94hOUfC8Rlc
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/78

### 79. Wayland

Inspired by Elon Musk's Flying Car Demonstration. The goal was to create an agent swarm which could continuously work to create a production grade…

- **Team:** [aTG R](https://cerebralvalley.ai/u/atg)
- **GitHub:** https://github.com/r-agni/wayland
- **Demo video:** https://drive.google.com/drive/folders/1s9viah38_t9Yom3aiM3CWp6MEVvps0GM?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/79

### 80. AdCampaigner

AdCampaigner is a self-improving ad-campaign agent team that has to prove every change before keeping it. Most agent teams perform the same on run 100 as on…

- **Team:** [Dana Ryoo](https://cerebralvalley.ai/u/kimchi_outside), [Nikesh Shrestha](https://cerebralvalley.ai/u/owstron)
- **GitHub:** https://github.com/owstron/hack-crusoe
- **Demo video:** https://youtu.be/FOa04BxTQ5Q
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/80

### 81. Formloop

Problem: Intake forms are static, but users care about different things. Fixed questions waste their time and miss what actually matters. A great example of…

- **Team:** [Laurie Sartain](https://cerebralvalley.ai/u/laurie), [James Vo](https://cerebralvalley.ai/u/jamjam112), [Gaelan Chen](https://cerebralvalley.ai/u/Gii2000), [Dr Sima](https://cerebralvalley.ai/u/Sima)
- **GitHub:** https://github.com/jamesEmerson112/NVIDIA-Crusoe-The-Recursive-Agents-Hackathon
- **Demo video:** https://www.youtube.com/watch?v=Yz2Z5AdN0ig
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/81

### 82. Green-Stove Agents

Green-Stove Agents is a team of agents that runs a community solar cooking mini-grid you can walk away from. Off-grid households want to cook on electricity…

- **Team:** [Emahatsion Issac](https://cerebralvalley.ai/u/issac), [Abel Tesfa](https://cerebralvalley.ai/u/abelSF)
- **GitHub:** https://github.com/amahaeitbit/green-stove-agents
- **Demo video:** https://youtu.be/tyE0F9MvDw4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/82

### 83. ARC

Arc is a search engine for agents to look up people, with a better interface than Apollo. Type a full name and press Find. An AI agent searches the web…

- **Team:** [Temujin Talkenov](https://cerebralvalley.ai/u/temujin)
- **GitHub:** https://github.com/temujinkz/arc
- **Demo video:** https://youtu.be/j0bIf36lrdo
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/83

### 84. CASCADE

CASCADE is a recursive agent team you can walk away from during a compound disaster — rain → landslides → river dams → dam bursts → floods, or quake → bridge…

- **Team:** [Nikhil Kapu](https://cerebralvalley.ai/u/nikhilk)
- **GitHub:** https://github.com/nikhil-kapu/cascade-recursive-agents
- **Demo video:** https://youtu.be/zAiioVEIwvs
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/84

### 85. Zen

Zen — your product’s recursive design team.

Give Zen a UX goal. Specialist agents inspect the code, challenge each other’s findings, and turn their decisions…

- **Team:** [Yahya Alhinai](https://cerebralvalley.ai/u/yhinai), [Ali Can Acar](https://cerebralvalley.ai/u/alicanacar)
- **GitHub:** https://github.com/yhinai/zen
- **Demo video:** https://youtu.be/nDVyKBJGKmQ
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/85

### 86. Capy

Capy is a team of AI capybaras that babysits multi-node GPU training jobs on Crusoe while you sleep. When a job slows down, Capy finds the cause, proves it…

- **Team:** [Nelson Lai](https://cerebralvalley.ai/u/chineseman)
- **GitHub:** https://github.com/chinesepowered/hack-crusoer
- **Demo video:** https://www.youtube.com/watch?v=RyOno2s7pEo
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/86

### 87. The last harness

A self-improving agent harness for hardware-specific tasks, where real devices decide what improves. A team of Nemotron agents ports layers from new Hugging…

- **Team:** [Alazar Shenkute](https://cerebralvalley.ai/u/a8nova)
- **GitHub:** https://github.com/a8nova/the-last-harness
- **Demo video:** https://www.loom.com/share/50caffc5c6e64c9daef25e15688f89cb
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/87

### 88. FindingNEMO

LLM agents learn can learn skills from action sequences that worked before. But a skill doesn't know why it worked, so when the world changes, the agent…

- **Team:** [Artur Lima](https://cerebralvalley.ai/u/artur), [Luiz Barbosa](https://cerebralvalley.ai/u/lfpmb), [Carolina Bartunek](https://cerebralvalley.ai/u/cbartunek)
- **GitHub:** https://github.com/LuizFelipeBarbosa/schema-voyager
- **Demo video:** https://www.loom.com/share/d33fdb90fa48472ea4b32b966958cb1b
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/88

### 89. Alchemist

RSI for classical ML models.

- **Team:** [Satya B](https://cerebralvalley.ai/u/satyaborg), [Calvin Otewa](https://cerebralvalley.ai/u/Otewa), [Miikka Laitinen](https://cerebralvalley.ai/u/miikkalaitinen), [Pekka Mattinen](https://cerebralvalley.ai/u/Pekka)
- **GitHub:** https://github.com/ferealqq/crusoe-hack
- **Demo video:** https://youtube.com/shorts/PEYc2CKDza4?is=JxFLDgyBE7z_hMIP
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/89

### 90. Tornado

We don’t design agent teams. We let them evolve. Starting from one agent, an 8B team grew to seven and beat a model 9× its size on unseen competition math.

- **Team:** [Tasos Vemmos](https://cerebralvalley.ai/u/TVemmos), [Becky Bai](https://cerebralvalley.ai/u/Becky_), [Mingyang Li](https://cerebralvalley.ai/u/myli)
- **GitHub:** https://github.com/beckybyte/self-evolving-agents
- **Demo video:** https://youtu.be/kEXyDmiTou4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/90

### 91. Habedevs

Simulation Lab is an AI-powered prototyping platform that turns plain-language ideas into interactive simulations. Powered by Crusoe, its agents generate…

- **Team:** [Walid A](https://cerebralvalley.ai/u/wali_), [Samuel Meseret](https://cerebralvalley.ai/u/samuelm)
- **GitHub:** https://github.com/samuelmeseret/cursoe-hack-a-thon
- **Demo video:** https://youtu.be/duEzAA1Q5Bw
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/91

### 92. carbon scout

SIEVE screens porous materials for CO₂ capture with grand-canonical Monte Carlo (GCMC) under a fixed CPU budget. A team of LLM agents decides what to simulate…

- **Team:** [Armin Foroughi](https://cerebralvalley.ai/u/arms)
- **GitHub:** https://github.com/arminforoughi/sieve
- **Demo video:** https://www.loom.com/share/ee55d76c27884bbdbebf851c00991643
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/92

### 93. Cursoe-tron

Cursoe-tron Stunt School is a team of AI agents on Crusoe Managed Inference that teaches itself to fly a jet-powered car through stunts in a real 3D game, and…

- **Team:** [Rikin Shah](https://cerebralvalley.ai/u/rikinshah787)
- **GitHub:** https://github.com/Rikinshah787/Recursive-Hackathon
- **Demo video:** https://drive.google.com/drive/folders/1mXnp3ACBRZnbMriBy42f7qPxbgENgczY?usp=drive_link
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/93

### 94. AIZOYA

Mission Intelligence by AIZOYA turns public-source research into a recursive investigation. Grace plans and delegates, Errands gathers sources through…

- **Team:** [Franklyn Rosario](https://cerebralvalley.ai/u/aizoya)
- **GitHub:** https://github.com/aizoya/mission-intelligence/tree/build/public-code
- **Demo video:** https://docs.google.com/videos/d/1csApjmGSe3uAfEI-Pwiv9zfFedV0jN76GlQN19RbvrA/play?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/94

### 95. polar bears

GridTwin is a recursive agent system for power plant maintenance: a repair is only done when the evidence proves it. Agents diagnose faults using telemetry…

- **Team:** [Jonathan Yang Tsang](https://cerebralvalley.ai/u/jt26), [Jingxing Chen](https://cerebralvalley.ai/u/Will123-1), [Benjamin Xie](https://cerebralvalley.ai/u/benjaminxie)
- **GitHub:** https://github.com/benjaminxie1/recursiveagents
- **Demo video:** https://youtu.be/RW6xb1-uZ3s?si=e2Td8uBBzqjlD6ir
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/95

### 96. Claims-bot

This project is a self-improving insurance claims-triage agent team. It addresses a common problem: agent systems repeatedly make the same mistakes because…

- **Team:** [Kannappan Natarasan](https://cerebralvalley.ai/u/knatarasan), [Shivam Mahajan](https://cerebralvalley.ai/u/spmshivam)
- **GitHub:** https://github.com/knatarasan/agent-team-crusoe
- **Demo video:** https://drive.google.com/drive/folders/14ZlnT0Q8wneMqYSxdNhR4Z983lHc2chu?usp=sharing
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/96

### 97. NEAT-LLM

Persistent agent organizations with reflection over memory, prompts, skills, tools, and topology, using LangChain's Deep Agents framework and Crusoe inference…

- **Team:** [Jerry Gu](https://cerebralvalley.ai/u/jerrygu), [Aditya Jonn](https://cerebralvalley.ai/u/DestinyGamer243), [Ravi Chodisetti](https://cerebralvalley.ai/u/aarcee), [Mani Mokshith Noonety](https://cerebralvalley.ai/u/Mokshith_245)
- **GitHub:** https://github.com/Aa20475/neat-llm
- **Demo video:** https://youtu.be/O-xtnSsX9IA
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/97

### 98. DealMind

DealMind: negotiators that learn from every deal.

A team of AI negotiator agents buys furniture from suppliers for a shop chain, one specialist per supplier…

- **Team:** [Oskar Bzoma](https://cerebralvalley.ai/u/oskar-bzoma)
- **GitHub:** https://github.com/oskobx/dealmind
- **Demo video:** https://www.tella.tv/video/ai-furniture-negotiation-with-dealmind-6mds0a6l
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/98

### 99. ReForm

Reform is a self-building, self-healing agent platform that preserves user intent. Users describe a task, review its goal, success checks and permissions…

- **Team:** [Deneesh Narayanasamy](https://cerebralvalley.ai/u/Deneesh)
- **GitHub:** https://github.com/deneeshnarayanasamy/reform
- **Demo video:** https://github-production-user-asset-6210df.s3.amazonaws.com/248252799/676954170-b3aec850-e221-4ec6-8c0e-38181fc3c182.mp4?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAVCODYLSA53PQK4ZA%2F20261018%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20261018T000208Z&X-Amz-Expires=300&X-Amz-Signature=2414998ebbc206329a50e4483c63d4533c734184c526e16bac4dc4f4d5b722d3&X-Amz-SignedHeaders=host&response-content-type=video%2Fmp4
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/99

### 100. FruitTree.AI

FruitTree.AI is the observability and recursive learning layer for hackathons. Builders connect any AI coding tool (Claude Code, Cursor, Codex, MCP) and opt…

- **Team:** [Petros Hong](https://cerebralvalley.ai/u/petroshong)
- **GitHub:** https://github.com/petroshong/robinsoncrusoe
- **Demo video:** https://youtu.be/nrT-uNhzk6E
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/100

### 101. Blackout

Blackout lets AI agents act on their own without doing anything twice. Agents are starting to send emails, issue refunds and change systems unattended; when…

- **Team:** [Alvaro Luken](https://cerebralvalley.ai/u/alvluken)
- **GitHub:** https://github.com/AlvaroLuken/blackout
- **Demo video:** https://www.loom.com/share/9531329947a24c7192ae554f7a919b29
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/101

### 102. Turing

Turing: an agentic self-improving harness from first principles that provides maximum observability and customization. 

So think of Claude Code or Codex but…

- **Team:** [Ansh Mittal](https://cerebralvalley.ai/u/anshmittal)
- **GitHub:** https://github.com/AMX07/compute-maxing
- **Demo video:** https://youtu.be/LManangkXI8
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/102

### 103. groundhog

Groundhog is a team of AI agents that uses the real Azure portal the way a person does: it looks at the screen and clicks. It runs on NVIDIA Nemotron models…

- **Team:** [Sidhartha Reddy Potu](https://cerebralvalley.ai/u/sid-rp), [Raghu Vamshi Hemadri](https://cerebralvalley.ai/u/rhemadri)
- **GitHub:** https://github.com/RaghuHemadri/recursive_agents_hack
- **Demo video:** https://www.loom.com/share/bb7bc8200f54451ab04f287c05a54845
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/103

### 104. Travel

Wimbl: A Recursive Family of Agents for Football Travel

Wimbl is an event-led travel discovery system built around a family of specialized AI agents. It…

- **Team:** [Patrick OB](https://cerebralvalley.ai/u/patrickob), [Leia Anapaula Chavarria-Davila](https://cerebralvalley.ai/u/leiaanapaula), [Yiqing Fan](https://cerebralvalley.ai/u/yfan)
- **GitHub:** https://github.com/yfandev/travel-wimbl/
- **Demo video:** https://www.loom.com/share/6fd90f2ae6be4f319f7e017458ce75f7
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/104

### 105. Auto-Heal

AutoHeal : Recursive Agents for Self-Healing ML Pipelines

- **Team:** [Aditi Verma](https://cerebralvalley.ai/u/adi-v)
- **GitHub:** https://github.com/aditiverma/autoheal-cruseo
- **Demo video:** https://youtu.be/bLHCxeH3xgY
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/105

### 106. HelloTiger

AgentMemory is a shared brain for AI teams. Three Crusoe agents (research, design, development) run the same project twice: isolated vs. with persistent JSON…

- **Team:** [Jinhyung Kim](https://cerebralvalley.ai/u/jinh), [Molly Rhodes](https://cerebralvalley.ai/u/Rhi8t)
- **GitHub:** https://github.com/Jin2306/agentmemory
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/106

### 107. The A team

Agent Teams is a Slack-style workspace where you run a company of AI agents. You tell Mira, the CEO agent, what you need. She picks the right team and starts…

- **Team:** [shiran wang](https://cerebralvalley.ai/u/ran), [Richard Yi](https://cerebralvalley.ai/u/StingrayYee)
- **GitHub:** https://github.com/blueif16/agent-teams
- **Demo video:** https://youtu.be/vbqKKrlmIjI
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/107

### 108. AutoRoboHarness

AutoRoboHarness is a team of robot agents that improves itself. Robots work tasks in a simulated retail store by reading a shared, hierarchical brain, a…

- **Team:** [Shashwat Mahalanobis](https://cerebralvalley.ai/u/ShashwatM), [Prithviraj Mody](https://cerebralvalley.ai/u/prithvirajmody)
- **GitHub:** https://github.com/ShashwatM3/AutoRoboHarness
- **Demo video:** https://youtu.be/WaG7hoErS4A
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/108

### 109. Swarm

Swarm takes a big software spec, recursively splits it into a tree of small tasks and runs hundreds of real agents on them at once. Each agent sees only the…

- **Team:** [Marc Smeds](https://cerebralvalley.ai/u/mcsmeds)
- **GitHub:** https://github.com/TurpoFIN/swarm
- **Demo video:** https://youtu.be/fxmAXGh5VcU
- **Project:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/109

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Markdown version of https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt