# AIE Code Summit 2026 Hackathon: Project Gallery - **Event:** [AIE Code Summit 2026 Hackathon](https://cerebralvalley.ai/e/aie-code-2026-hackathon) - **When:** Sat, Nov 7 at 9:00 AM – 10:00 PM (PST) - **Where:** San Francisco, CA - **Hosts:** [Cerebral Valley](https://cerebralvalley.ai/u/cv) - **Projects:** 81 (6 placed) - **Showing:** 1 to 60 of 81 - **Page:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery ## Projects ### 1. Labbit Labbit is a minimal live robotic-hand workbench and a reproducible simulation dataset factory. The goal is 100,000 useful, diverse 20-second episodes of… - **Placement:** 1st Place - **Team:** [Salim Masmoudi](https://cerebralvalley.ai/u/salim), [Armin Foroughi](https://cerebralvalley.ai/u/arms), [Anastasiia Braslavetc](https://cerebralvalley.ai/u/Anastasiia), [Nayeon Shin](https://cerebralvalley.ai/u/nayeon) - **GitHub:** https://github.com/nayeonshin/aie-code-summit-2026-hackathon - **Demo video:** https://www.loom.com/share/24c8106bf7e7491790fff59685014984 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/32 ### 2. Lanes A lot of what you send a coding agent is easy - “yes, push it”, “commit it”. Sending that to a cheap model sounds smart, but every switch kills the prompt… - **Placement:** 2nd Place - **Team:** [Shehryar Hassan](https://cerebralvalley.ai/u/shehryaur), [Stiven Triana](https://cerebralvalley.ai/u/stiventriana) - **GitHub:** https://github.com/SomeoneElseSt/aie-hack - **Demo video:** https://drive.google.com/drive/folders/1eKetSz-5PWnpmOKuiILc7s_lK12ZGBE4?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/45 ### 3. Frankenstein Frankenstein brings back the lost source code of classic games by rewriting it, byte-for-byte. Meta's Muse reads a game's compiled cartridge and rewrites the… - **Placement:** 3rd Place - **Team:** [Karthik Subramanian](https://cerebralvalley.ai/u/winnerkarthik), [Eddy Zhao](https://cerebralvalley.ai/u/eddyzow), [Aiden Huang](https://cerebralvalley.ai/u/aihua7), [Enzo Emami](https://cerebralvalley.ai/u/enzo_e) - **GitHub:** https://github.com/KarthikSubramanian07/Frankenstein - **Demo video:** https://youtu.be/yi0_hTj1lkg - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/53 ### 4. Sisyphus Self improving editing software for short form content. "one must imagine Sisyphus editing" - **Placement:** Finalist - **Team:** [Aaditya Desai](https://cerebralvalley.ai/u/aadityad), [Tyler Darisme](https://cerebralvalley.ai/u/oFig), [Thy Tang](https://cerebralvalley.ai/u/thytang11), [Harish Thanigaivel](https://cerebralvalley.ai/u/Thany) - **GitHub:** https://github.com/aadityad12/Sisyphus - **Demo video:** https://youtu.be/C8UMZZ6QErw - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/38 ### 5. ShriAli Clean Room rebuilds software by watching it. No source code, no decompiler, no peeking under the hood. You show it an app running, a phone calculator, a… - **Placement:** Finalist - **Team:** [Shri Charan Sriram](https://cerebralvalley.ai/u/shri-s08), [Ali Akca](https://cerebralvalley.ai/u/AliA12) - **GitHub:** https://github.com/Shri2007/cleanroom - **Demo video:** https://youtu.be/sfmOpHvFkWY - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/46 ### 6. Child1 child-1 makes LLM decode faster on the Qualcomm Hexagon NPU and proves every speedup on a real phone. It optimizes llama.cpp's Hexagon NPU backend… - **Placement:** Finalist - **Team:** [Alazar Shenkute](https://cerebralvalley.ai/u/a8nova) - **GitHub:** https://github.com/a8nova/child-1 - **Demo video:** https://www.loom.com/share/f787bb8b6ffb47b49b96362037d418d8 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/55 ### 7. Closeout Factory failures get closed on a yield bump. Then the defect comes back. Closeout makes a fix earn its closeout. We built an agent-assisted failure analysis… - **Team:** [Benjamin Shyong](https://cerebralvalley.ai/u/BenjaminBear) - **GitHub:** https://github.com/benikigai/closeout - **Demo video:** https://youtu.be/z_zCCMzQvvQ - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/1 ### 8. EvoArena EvoArena: Lantern Hall turns software archaeology into a playable mystery. Claude and Meta’s Muse Spark independently explore a world of light, glass, crates… - **Team:** [Lucia Li](https://cerebralvalley.ai/u/luciali) - **GitHub:** https://github.com/njliwenlu/lantern-hall - **Demo video:** https://njliwenlu.github.io/lantern-hall/video/ - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/2 ### 9. ClauseLens ClauseLens turns a stack of signed contracts into answers a reviewer can trust and act on. Most companies have hundreds of signed agreements and no clear… - **Team:** [Marcelo Manjon](https://cerebralvalley.ai/u/manjon), [Rey Fagundes](https://cerebralvalley.ai/u/reyf) - **GitHub:** https://github.com/10sirey123/AIESummit - **Demo video:** https://youtu.be/9a6mBHyeFdk - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/3 ### 10. Self recovery mech interpiblity Run many agents to see how changing weights to fix a whisper small model can fix it and gain learning from it - **Team:** [James Hennessy](https://cerebralvalley.ai/u/jamesthesnake) - **GitHub:** https://github.com/jamesceberus/neural-pr - **Demo video:** https://www.youtube.com/watch?v=IJ8i49EqgYI - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/4 ### 11. Game Archaeologist Game Archaeologist turns a compiled game into readable, editable code without using its source. Meta's Muse Spark investigates the ROM through disassembly… - **Team:** [Ali Madinovich Zhumataev](https://cerebralvalley.ai/u/fridaytaev) - **GitHub:** https://github.com/fridaytaev001/game-archaeologist - **Demo video:** https://youtu.be/hkid2sycUJE - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/5 ### 12. JCZ Chatmate — Trust but Verify Chatmate is an independent verifier for AI-generated code, available as (1) a VS Code extension with a separate verification… - **Team:** [Jessie Cui](https://cerebralvalley.ai/u/JCZAI), [Christopher Zhang](https://cerebralvalley.ai/u/AiSolutions2026) - **GitHub:** https://github.com/jczdigitalproductions/chatmate - **Demo video:** https://youtu.be/I7yeCl1rGaI - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/6 ### 13. Adversary Adversary: an independent verifier for AI-written code (Trust but Verify). AI writes code faster than teams can review it, and when one model writes both the… - **Team:** [guru raj kolipakula](https://cerebralvalley.ai/u/hgvbkhjghfg), [Barrat Mohammad](https://cerebralvalley.ai/u/barratm) - **GitHub:** https://github.com/barratmohammad/Adversary - **Demo video:** https://youtu.be/UvzIANFEnZ0 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/7 ### 14. Cross Exam Your coding agent says the patch is ready. Every test is green. What did those tests miss? CrossExam challenges the tests themselves. Its architecture… - **Team:** [Mohammad Adnan](https://cerebralvalley.ai/u/iamadnan), [Kaushik Sivakumar](https://cerebralvalley.ai/u/kaushik07) - **GitHub:** https://github.com/KaushikSiva/crossexam - **Demo video:** https://youtu.be/XYKs_vPprzo - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/8 ### 15. Thought to Reality Thought to Reality turns a natural-language request into a mechanical part or a full product. A designer model writes parametric CAD; an independent critic… - **Team:** [Dylan Ler](https://cerebralvalley.ai/u/dylan) - **GitHub:** https://github.com/dylanler/aie-hackathon/ - **Demo video:** https://youtu.be/92OTflubH_0 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/9 ### 16. Capy Kondo Capy Kondo turns one photo or a 6-second video of the whole pile into honest, priced listings in about a minute: Meta Muse Spark and SAM 3.1 find and cut out… - **Team:** [Nelson Lai](https://cerebralvalley.ai/u/chineseman) - **GitHub:** https://github.com/chinesepowered/hack-aie - **Demo video:** https://www.youtube.com/watch?v=ycgpqoeGFeo - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/10 ### 17. partial partial reconstructs a damaged biosignal recording from its raw serial tape and says which parts it saw and which parts it guessed. A Cerelog research board… - **Team:** [Carl Vincent Kho](https://cerebralvalley.ai/u/Carl_NotANerd) - **GitHub:** https://github.com/CarlKho-Minerva/partial - **Demo video:** https://cap.carl.selfhost.imbue.com/s/n6tfz9v10hxpe4c - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/11 ### 18. Merge Guard AI coding agents love to say “Done, all tests pass.” I’ve spent five years building finance integrations, where code that looks done but isn’t moves real… - **Team:** [Pam Villalon](https://cerebralvalley.ai/u/pamvillalon) - **GitHub:** https://github.com/PamAntonio/mergeguard - **Demo video:** https://www.youtube.com/watch?v=htWvOShERAo - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/12 ### 19. STRATA. Strata — an AI archaeologist for software whose source is lost. Software outlives its code. Games lose their servers, devices die with the company that made… - **Team:** [Vignesh Gunda](https://cerebralvalley.ai/u/vgunda), [Emirlan Togolokov](https://cerebralvalley.ai/u/emirTG) - **GitHub:** https://github.com/vignesh-gunda/Strata/ - **Demo video:** https://www.youtube.com/watch?v=JxwupktcNQs - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/13 ### 20. Trust Issues AI writes more code than anyone can read. We treat code as a black box: settle the inputs, outputs and tests up front, then verify the result against them. - **Team:** [Sebastian Osthoff](https://cerebralvalley.ai/u/_sebastian), [Jonathan Hohrath](https://cerebralvalley.ai/u/jhoh10), [Talasila sai deepak](https://cerebralvalley.ai/u/backprop), [Mauricio Roman](https://cerebralvalley.ai/u/kolumba_ai) - **GitHub:** https://github.com/jhoh10/aie_hackathon - **Demo video:** https://youtu.be/2xGjLq4CXzE - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/14 ### 21. Never Twice NeverTwice is a self-evolving pre-merge referee and episodic memory engine that stops autonomous AI coding agents from shipping buggy code and repeating past… - **Team:** [Randy Fong](https://cerebralvalley.ai/u/techdudesf) - **GitHub:** https://github.com/randyfong/NeverTwice - **Demo video:** https://youtu.be/LgZjc50tdc0 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/15 ### 22. amk amusingkernels is an LLM-driven agent that writes, debugs, and optimizes GPU kernels for NVIDIA's SOL-ExecBench benchmark, producing leaderboard-ready… - **Team:** [Subrata Goswami](https://cerebralvalley.ai/u/whatdhack) - **GitHub:** https://github.com/whatdhack/amusingkernels - **Demo video:** https://github.com/whatdhack/amusingkernels/blob/main/assets/demo.gif - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/16 ### 23. Theseus Theseus is a human-facing control plane for an AI-native organization. Such an organization never stops evolving: hundreds of agents and people change how the… - **Team:** [Taras Pustovoy](https://cerebralvalley.ai/u/tvp) - **GitHub:** https://github.com/tvpustovoy/theseus-control-plane-hackathon - **Demo video:** https://youtu.be/3sXIZUCHA4c - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/17 ### 24. Dojo Dojo trains a robot skill from one sentence. Type “put the red block in the green bowl” and it builds a MuJoCo scene for an SO-101 arm, collects expert demos… - **Team:** [pranav achar](https://cerebralvalley.ai/u/prnav) - **GitHub:** https://github.com/PranavAchar01/dojo - **Demo video:** https://drive.google.com/drive/folders/1C5GoQ14q70ggYgNh5nzxoW8c8Oi4LjfP?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/18 ### 25. Thought to Reality - Dylan Ler Describe a broken thing. Get a part that physics has checked. Prompt-to-mechanical-part: an agent designs a 3D-printable replacement part, an independent… - **Team:** [Solana Minter](https://cerebralvalley.ai/u/solanaminter) - **GitHub:** https://github.com/dylanler/aie-hackathon - **Demo video:** https://youtu.be/92OTflubH_0 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/19 ### 26. Apex Studio Scar Tissue — The Coding Agent That Forgets What Doesn't Help Most coding agents never get smarter. They just accumulate: every reflection saved, every… - **Team:** [Christopher Guerrero](https://cerebralvalley.ai/u/chrisguerrero) - **GitHub:** https://github.com/coldrazer/Scar-Tissue - **Demo video:** https://youtu.be/lRY_A1eupAA - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/20 ### 27. Puddles Puddles makes coding agents better at working your way, so you don’t have to repeat the same corrections. Built as a fork of T3 Code, an open-source workspace… - **Team:** [Pavan Kalyan Tankala](https://cerebralvalley.ai/u/pavankalyan) - **GitHub:** https://github.com/tpavankalyan/puddles - **Demo video:** https://www.youtube.com/watch?v=rkgEOjcRHTA - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/21 ### 28. ballast We built a self-improving agent harness for finance. The agent runs on the Pi coding-agent runtime (sandboxed, with read/bash/write tools) and improves by… - **Team:** [Neeraj Shah](https://cerebralvalley.ai/u/NVS136), [Sudhersan KV](https://cerebralvalley.ai/u/sudhersankv) - **GitHub:** https://github.com/sudhersankv/ballast - **Demo video:** https://drive.google.com/file/d/1bgmH1p90rdJeRXsWSkaP505u3bCkjXYP/view?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/22 ### 29. AgentGYM Hidden-test gating catches overfit harness mutations in a frozen coding LLM (Meta muse-spark-1.1; 16 tasks; 369 independently graded runs). 3/3 grader-caught… - **Team:** [Jacob Valdez](https://cerebralvalley.ai/u/jvboid) - **GitHub:** https://github.com/JacobFV/agentgym - **Demo video:** https://youtu.be/DFY8fURg03g - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/23 ### 30. rebrowse Rebrowse is a Chrome extension that learns skills by observing how you use the web, combining your live demonstrations with days' worth of browser automation… - **Team:** [Tolui Gantumur](https://cerebralvalley.ai/u/Tolui), [Jorge Meza Cabrera](https://cerebralvalley.ai/u/Aurum29), [Ariel Anders](https://cerebralvalley.ai/u/onasafari) - **GitHub:** https://github.com/cobrowser - **Demo video:** https://vimeo.com/1244785428?share=copy&fl=sv&fe=ci - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/24 ### 31. Flo AI agentic harness for training FM models - **Team:** [Gerard Consuelo](https://cerebralvalley.ai/u/epicgdog) - **GitHub:** https://github.com/epicgdog/Flo - **Demo video:** https://youtu.be/Vzut-d8jDBk - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/25 ### 32. Rollback Club AI that overturns your migration plan with proof, not opinions. Compat Archaeologist decides whether you can leave MongoDB on evidence, not paper. It… - **Team:** [TIANJIE SUN](https://cerebralvalley.ai/u/Flanker), [Levon Oganesyan](https://cerebralvalley.ai/u/Lev0n) - **GitHub:** https://github.com/AlexFlanker/compat-archaeologist - **Demo video:** https://youtu.be/EgwVKFQQwGk - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/26 ### 33. Unbox Learned robots work in most cases but fail on niche edge cases. Their decisions live inside millions of neural-network weights, so teams can’t tell exactly… - **Team:** [Shanay Gaitonde](https://cerebralvalley.ai/u/shanaygaitonde), [Tarun Rajesh](https://cerebralvalley.ai/u/tarunrajesh07) - **GitHub:** https://github.com/shanayg15/Unbox - **Demo video:** https://www.youtube.com/watch?v=mxF3DFgwePI - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/27 ### 34. PRProof AI writes code faster than teams can check it. PRProof is an independent verifier for AI-written pull requests: instead of asking you to trust the code or the… - **Team:** [Venkata Aduri](https://cerebralvalley.ai/u/venkata-aduri) - **GitHub:** https://github.com/Naveenaduri/specguard - **Demo video:** https://drive.google.com/file/d/1tLNCh756OxCQH4mu7OLTbHvyTtDBehMR/view?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/28 ### 35. Sharley - Vibecode for Production Independent Code Reveiwer for AI Code for Cybersecurity and Customer Experience Sharley helps code repos, code ideas get production ready by finding buggy… - **Team:** [Nikhil Kulkarni](https://cerebralvalley.ai/u/nsk1755) - **GitHub:** https://github.com/nikhilkulkarni1755/sharley - **Demo video:** https://youtu.be/FZq-kdKisIE - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/29 ### 36. The Liftie Sutras Picture a powder morning at Palisades Tahoe. Hundreds of people stand in a line that is not moving, because the Tram and the Funitel, the two gate lifts the… - **Team:** [Evan Monahan](https://cerebralvalley.ai/u/eman880) - **GitHub:** https://evmonaha880.github.io/tahoe-lift-rulebook/app/ - **Demo video:** https://youtu.be/Y7q8n83wd7w - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/30 ### 37. DappGo Market Claim Verifier checks the numbers in finance posts before they ship. Paste a post: Meta's Muse Spark (Meta Model API, also Baseten and Fireworks)… - **Team:** [Yenlung Lai](https://cerebralvalley.ai/u/Yanlong) - **GitHub:** https://github.com/YanlongLai/market-claim-verifier - **Demo video:** https://youtu.be/h3ohvAvh6aQ - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/31 ### 38. Dopple Doppel catches bugs in AI-written code, with proof. Paste a function and what it should do. Meta and Google each rebuild it blind from the description… - **Team:** [Manank Joshi](https://cerebralvalley.ai/u/sakatojosh), [Lisha Nishat](https://cerebralvalley.ai/u/lishanishat) - **GitHub:** https://github.com/lishanishat/doppel-demo - **Demo video:** https://drive.google.com/drive/folders/1nKLQajleT7aplIIJ-SPuXgQbjAx0QJoW?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/33 ### 39. Bob We built Bob, a multi-agent system that helps AI coding agents improve safely. Bob analyses an agent’s failures, proposes targeted configuration changes, and… - **Team:** [ARJUN HALDIYA](https://cerebralvalley.ai/u/haldiyaarjun), [Diya Jhawar](https://cerebralvalley.ai/u/Diyajh) - **GitHub:** https://github.com/ArjunHaldiya/bob - **Demo video:** https://youtu.be/tljwK0LaZ0I - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/34 ### 40. Colony Colony: a coding swarm that learns from every fall Autonomous coding agents stall on long, tightly coupled tasks because one wrong assumption early, like… - **Team:** [Lucas Chen](https://cerebralvalley.ai/u/26lucasc), [Ethan Liu](https://cerebralvalley.ai/u/Eliu), [Ethan Li](https://cerebralvalley.ai/u/proteinbar) - **GitHub:** https://github.com/PandaGrdn/AIE_Hackathon_Project_1 - **Demo video:** https://youtu.be/-uMvEi7hj1U - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/35 ### 41. AgentGlass Kedge. Live demo: https://kedge-demo-steel.vercel.app/improve https://kedge-demo-steel.vercel.app/ A coding system that gets better at porting legacy… - **Team:** [Sidra Miconi](https://cerebralvalley.ai/u/Sidra) - **GitHub:** https://github.com/Sidra/kedge-hack - **Demo video:** https://youtu.be/oCgEHelCsZQ - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/36 ### 42. rsi_today We use RSI to automatically improve a language model's physics: builds the training environment, data, and checker-based reward, then fine tune a Qwen model… - **Team:** [Tom Tang](https://cerebralvalley.ai/u/yizetang), [Mia Jin](https://cerebralvalley.ai/u/miajin1), [Zack Guo](https://cerebralvalley.ai/u/ZackGuo) - **GitHub:** https://github.com/ZiqiGuo98/svg-physics-rl - **Demo video:** https://youtu.be/JkrF1tgln-0 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/37 ### 43. Museance The problem - Supermarket cold rooms run on old controllers that accept unauthenticated commands. In the Oct/Nov 2026 EU attacks, a single remote write could… - **Team:** [Alejandro Delmar](https://cerebralvalley.ai/u/adelmar), [Lokesh lks](https://cerebralvalley.ai/u/Lkslokesh), [Vi Huynh](https://cerebralvalley.ai/u/vihuynh72) - **GitHub:** https://github.com/vihuynh72/museance - **Demo video:** https://www.loom.com/share/9e70497c079749f48ad88b72fc065057 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/39 ### 44. MERGE-GATE Merge Gate is an independent verifier for AI-written pull requests. It never trusts the PR's own tests or description. Instead, Meta's Muse model writes… - **Team:** [Tanjim Ahmed Zabeer](https://cerebralvalley.ai/u/Taaz), [Peter Rubin](https://cerebralvalley.ai/u/PeterRubin22), [Michael Wei](https://cerebralvalley.ai/u/michaelwei07) - **GitHub:** https://github.com/prubinadmin/MergeGateAIEHackathon - **Demo video:** https://youtu.be/iromugChO3s - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/40 ### 45. KT-coding-agent Autonomous multi-agent framework that scans codebases via a swarm of specialized agents to fix bugs, optimize system design, UI/UX, and cloud costs. It… - **Team:** [KT Yang](https://cerebralvalley.ai/u/ykaitao) - **GitHub:** https://github.com/ykaitao/KT-coding-agent - **Demo video:** https://youtu.be/fP8ZPn9Cd8w - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/41 ### 46. Doppel Doppel is an AI agent framework you can trust: an agent that does real work, plus a verifier that checks every step before anything ships. Meta's Muse models… - **Team:** [Sandeep Vijayarao](https://cerebralvalley.ai/u/VijayaraoSandeep) - **GitHub:** https://github.com/mlzerotoheroyoutube/doppel - **Demo video:** https://youtu.be/RmCt3glNAWE - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/42 ### 47. Prysma Labs Self-optimizing trading systems - **Team:** [Uneeb Agha](https://cerebralvalley.ai/u/uneeb) - **GitHub:** https://github.com/uneeb123/AIEHackathon - **Demo video:** https://www.loom.com/share/3f5f481ff6b849cb9edf738e234e78ed - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/43 ### 48. CodeJury CodeJury — Independent AI Code Verification AI writes code faster than teams can review. CodeJury is a jury of Fetch.ai agents that independently verify… - **Team:** [manali gawande](https://cerebralvalley.ai/u/Manali), [Siddharth Jetling](https://cerebralvalley.ai/u/siddharthjetling) - **GitHub:** https://github.com/siddharthjetling/CodeJury - **Demo video:** https://www.loom.com/share/4bae0921aba14bf587c0ad9192696bc9 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/44 ### 49. Second Grader Second Grader: trust, but verify your coding agent Coding agents describe their own work, and that description is often wrong. An agent will say "all tests… - **Team:** [Joshua Bumatay](https://cerebralvalley.ai/u/Jbuma), [kevin Lin](https://cerebralvalley.ai/u/kevinjylin), [Rahul Palani](https://cerebralvalley.ai/u/RahulPalani) - **GitHub:** https://github.com/joshuaiba/Second-Grader - **Demo video:** https://youtu.be/fmTRHswPQNo - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/47 ### 50. firefighters Second Opinion is a multi-agent system for writing code you can trust. When AI writes code and also tests it, it tends to agree with itself, so bugs slip… - **Team:** [Susheel kumar Yadav Konda](https://cerebralvalley.ai/u/Susheelkonda), [likhit monavarthy](https://cerebralvalley.ai/u/pegasus0501) - **GitHub:** https://github.com/pegasus0501/AIE-HACKATHON - **Demo video:** https://youtu.be/oQRGCScoFEc - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/48 ### 51. mission mars this mission requires the Robotic Dog walkaround a certain area of a Mars surface and return to the base/spaceship; record each route attempt and save it as… - **Team:** [sam sam](https://cerebralvalley.ai/u/gguf) - **GitHub:** https://github.com/mochiyaki/mission-mars - **Demo video:** https://youtu.be/OYdrGviDPFs - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/49 ### 52. TradeOnce Imagine giving an AI agent access to your money and telling it to make trades on your behalf. You trust it to make decisions, but what happens when it makes a… - **Team:** [Geetesh Challur](https://cerebralvalley.ai/u/geeteshc10), [Shreya Hiremath](https://cerebralvalley.ai/u/shrhir), [Anush Harish](https://cerebralvalley.ai/u/anush_harish), [Rahul Sridhar](https://cerebralvalley.ai/u/rahul_sridhar) - **GitHub:** https://github.com/geeteshCh/tradeOnce/tree/main - **Demo video:** https://youtu.be/3tIXI4vbVVU - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/50 ### 53. icomppower Resurrect rebuilds old software from a short screen recording, without the builder ever seeing the original app, and proves the new version behaves the… - **Team:** [Johnny Lai](https://cerebralvalley.ai/u/SharkGundam) - **GitHub:** https://github.com/icomppower/resurrect - **Demo video:** https://www.youtube.com/watch?v=lvyllA1PVVM - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/51 ### 54. Better Every day, more than 100,000 new vibe-coded projects emerge, App Store submissions are up 104% vs 2025, and yet AI coding is barely getting started. But this… - **Team:** [Paul Logan](https://cerebralvalley.ai/u/laulpogan), [Juan Camilo Barrera](https://cerebralvalley.ai/u/juancamilo), [Yitzy Bitzyspider Rosenberg](https://cerebralvalley.ai/u/Betalovlace), [Elle McDougald](https://cerebralvalley.ai/u/elle_mcdougald) - **GitHub:** https://github.com/juancamilo994/Better - **Demo video:** https://www.youtube.com/watch?v=l_H3r6Ghau4 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/52 ### 55. Foundry FOUNDRY — Build. Prove. Evolve. AI can build agents in seconds. But who proves they work? And what if the AI engineer could learn from its own… - **Team:** [Vanshika Shah](https://cerebralvalley.ai/u/vanshika30), [Tirth Jayesh Thakkar](https://cerebralvalley.ai/u/tirth2530) - **GitHub:** https://github.com/Tirth2530/Foundry - **Demo video:** https://youtu.be/b8MIWPYlN9k - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/54 ### 56. AIZOYA ReleaseProof Recovery by AIZOYA Independent evidence before a software repair advances. A repair can look convincing and pass one visible example while still… - **Team:** [Franklyn Rosario](https://cerebralvalley.ai/u/aizoya) - **GitHub:** https://github.com/aizoya/releaseproof-aie-20261107 - **Demo video:** https://docs.google.com/videos/d/1G7MDgNBq_bliDGUu6CXbO0WgkX4TAJuxnOq7lH1oqI0/play?usp=sharing - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/56 ### 57. Moscoso Intelligence Trucking companies connect with their Freight Forwarder clients via API. However, when there are communication issues, who can help resolve and bring a… - **Team:** [Elizabeth Moscoso](https://cerebralvalley.ai/u/Moscoso), [Miguel Moscoso](https://cerebralvalley.ai/u/miguelmoscoso) - **GitHub:** https://github.com/MXP404/API-Integration - **Demo video:** https://youtu.be/i2RNKHEn_l8 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/57 ### 58. adaptmach AdaptMach is an autonomous machine-design agent. You describe a machine, like “deliver a pizza from San Francisco to Fremont through a hurricane”. The agent… - **Team:** [Anant Dwivedi](https://cerebralvalley.ai/u/anantdwi12) - **GitHub:** https://github.com/anantdwiv12/adaptmach - **Demo video:** https://cdn.jsdelivr.net/gh/anantdwiv12/adaptmach@main/demo/AdaptMach-demo.mp4 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/58 ### 59. ProofHunter AI-generated code can look correct while hiding subtle bugs that are easy to miss in review. ProofHunter helps maintainers check whether a pull request breaks… - **Team:** [Peyton Li](https://cerebralvalley.ai/u/peli) - **GitHub:** https://github.com/PeytonLi/ProofHunter - **Demo video:** https://www.loom.com/share/b00aec8bc8e243a78f6fc26aee3e6057 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/59 ### 60. ReflexQA ReflexQA is a recursive, self-improving code QA agent. The speed at which we can push code has exponentially increased. The speed at which we can review code… - **Team:** [David Izikowitz](https://cerebralvalley.ai/u/dizzy1900) - **GitHub:** https://github.com/dizzy1900/ReflexQA - **Demo video:** https://youtu.be/hXzABKwsvs8 - **Project:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/60 [Next projects](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery.md?offset=60) --- Markdown version of https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt