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MarginArena - The AI Campaign War

MarginArena - The AI Campaign War

Vercel

Created by team Infinite Curve on October 12, 2026

Gemma VercelToken FactoryElevenLabs

Reinvent CommerceEvolus Business Agents on AMD

Before a major marketplace Campaign like 11.11, Shopee invites Sellers to discount selected products, but a discount that drives sales can still lose money after fees.(More sales don't always mean more profit) MarginArena checks every invited product before the Seller commits: a deterministic engine prices every Promo Plan against AI Rivals’(Gemma on AMD Token Factory) play competing sellers and propose competitor moves-and a range of demand assumptions, and compares the worst-case profit with not joining at all. Each product then gets a clear Verdict: join, revise the plan, skip, or escalate to the owner, and nothing happens until the Seller confirms.

Category tags:

Business, Ecommerce, Productivity

Github Presentation Demo

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SLATE is a browser agent that works inside a throwaway microVM on Vultr. Every step is checked by a second model, hash-chained and signed with Ed25519, and a person approves the final action. If it is not on the slate, it did not happen.

NoBanks

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testtinggg

good tingood tingood tingood tingood tingood tingood tingood tingood tingood tingood tin

LFG

Detonation Chamber

Run an untrusted npm/PyPI package, GitHub repo, or URL in a sealed, disposable Vultr sandbox. Watch what it does and get a verdict based on its actual behaviour. Every escape attempt is contained and recorded.

Builders Nepal

Containment Foreman - sandboxed agent runtime

A human-gated foreman that plans AI agent tasks, dispatches each step to a disposable, network-less Docker sandbox, and returns verifiable receipts with SHA-256 artifacts, resource caps and zero host access.

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AI app: MarginArena - The AI Campaign War for AMD Developer Hackathon: ACT III