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Show HN: Sentinel – Zero-trust Governance for AI Agents

Hacker News

Sentinel is a new tool presented on Hacker News that offers zero-trust governance for AI agents. It aims to provide full control over AI agents by requiring human approval for high-risk actions, preventing potential issues when AI agents are given access to real tools.

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Show HN:Sentinel – AI 代理的零信任治理

Hacker News
大約 1 個月前

AI 生成摘要

Sentinel 是一款在 Hacker News 上發布的新工具,為 AI 代理提供零信任治理。它旨在透過要求對高風險操作進行人工批准,來實現對 AI 代理的完全控制,從而防止 AI 代理在獲得真實工具存取權時可能出現的問題。

GitHub - azdhril/Sentinel

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azdhril/Sentinel

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🛡️ Sentinel

Zero-trust governance for AI agents. One decorator. Full control.

Image Image Image Image

The Problem

You gave your AI agent access to real tools. Now it can:

What could possibly go wrong?

Everything.

The Solution

That's it. Three lines. Your agent now requires human approval for high-risk actions.

What Happens Next

You decide. Not the AI.

Features

Quick Start

Installation

Basic Usage

Rules Configuration

LangChain Integration

Dashboard

Start the visual command center:

Open http://localhost:8501:

Track your protection metrics: The dashboard shows "Total Value Protected" - the sum of all transactions that required approval. Use this metric to demonstrate ROI to stakeholders and justify governance investments.

Anomaly Detection

Sentinel doesn't just check rules. It learns patterns.

No rule needed. The math speaks for itself.

Fail-Secure by Default

Most systems fail-open: if something breaks, actions are allowed.

Sentinel fails-secure: if something breaks, actions are blocked.

A security product that fails open isn't a security product.

Architecture

Why Sentinel?

Use Cases

Early Adopters

Sentinel is being used to protect AI agents in:

Want to be featured here? Open an issue and tell us your use case!

Roadmap

Configuration

Sentinel can be configured via environment variables. Copy the example file:

Then edit .env with your values. Key variables:

See .env.example for all available options.

Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

License

MIT License. Use it, fork it, sell it. Just don't blame us if your AI still does something stupid.

Enterprise

Need custom integration, SLA, or compliance features?

Open an Issue →

Stop hoping your AI behaves. Start knowing.

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