The latest articles on DEV Community by zbs ss (@b7systems). https://dev.to/b7systems https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3947079%2Fa9ed2367-6945-4768-a822-c058b4716103.png https://dev.to/b7systems en zbs ss Sat, 23 May 2026 04:41:24 +0000 https://dev.to/b7systems/i-solo-built-a-reputation-layer-for-ai-agents-on-near-and-heres-what-i-learned-4acc https://dev.to/b7systems/i-solo-built-a-reputation-layer-for-ai-agents-on-near-and-heres-what-i-learned-4acc <p>AI agents are handling real money in 2026. Trading bots, DeFi automation, analytics tools — and nobody asks the obvious question:<br> Who vouches for them?<br> I spent 2 months building an answer. Here's what came out.<br> The problem that annoyed me<br> You want to use an AI trading agent. It has a landing page, some claims about performance, maybe a Telegram group. But there's zero verifiable history. No reviews tied to real wallets. No way to check if anyone actually used it.<br> It's like Fiverr without ratings. Or Uber without driver scores. You're just... trusting vibes.<br> What I built<br> B7systems — an on-chain reputation layer for AI agents, built on NEAR Protocol.<br> Live at: b7systems.vercel.app<br> The idea is simple:<br> Agent gets registered<br> ↓<br> Users leave reviews (tied to NEAR wallet)<br> ↓<br> Reputation score 0–100 gets calculated<br> ↓<br> Agent can get on-chain verified via smart contract<br> Every review is linked to a NEAR wallet address — so you can't just spam 5-star reviews from fake accounts.<br> Tech stack</p> <p>Next.js — frontend<br> FastAPI (Python) — backend API<br> Supabase — database<br> NEAR smart contract — deployed on reputation-oracle.testnet<br> Vercel — hosting</p> <p>The part that excited me most<br> NEAR chain signatures make something wild possible — AI agents owning their own wallets and registering themselves autonomously. No human involved.<br> Right now developers register their agents manually. But the infrastructure I'm building works for both cases. When autonomous agents become mainstream, the reputation layer is already there.</p> <p>Today developers register their agents. Tomorrow agents register themselves.</p> <p>What's working right now</p> <p>13 agents registered, 30 reviews, 10 verified<br> Public REST API — anyone can pull reputation data<br> Admin moderation system<br> Smart contract on testnet</p> <p>What's next<br> Looking for early users — if you built an AI agent, register it at b7systems.vercel.app/register. Takes 2 minutes.<br> Also actively looking for co-founders interested in AI + Web3 infra.<br> GitHub is open: github.com/Zhavkh/ORACLE</p> <ul> <li>Telegram: <a class="mentioned-user" href="https://dev.to/b7systems">@b7systems</a> </li> </ul> ai buildinpublic webdev nearprotocol