Agent Fairness Auditor

January 6, 2026 ยท View on GitHub

๐Ÿ›‘ ARCHITECTURAL ANCHOR

This project is part of the Berlin AI Automation Studio. It is governed by the global rules in berlin-ai-infra.

Setup for new laptops:

  1. Clone this repo.
  2. Run ./bootstrap-infra.sh to link to the global Master Brain.

Agent Fairness Auditor

Compliance and bias detection service for AI Agent interactions.

๐Ÿš€ Part of Multi-Agent Communication Suite (App 5 of 5)

Features

  • Bias Detection: Keyword-based analysis for token toxicity.
  • Audit Logging: Immutable record of agent interactions.
  • Compliance Dash: Visual report of flagged content.
  • Postgres Backend: Secure storage of audit trails.

Tech Stack

  • Next.js 15 (App Router)
  • Prisma 7 + Postgres (Railway/Tembo)
  • Vitest + Playwright

Quick Start

npm install
npx prisma generate
npm run dev

API

  • POST /api/audit/analyze - Submit content for audit
  • GET /api/audit/report/[agentId] - Get agent history