SudoDog Documentation

Overview

SudoDog is an AI Agent Observability & Security platform that provides comprehensive monitoring, security threat detection, and cost analytics for AI agents across organizations.

Quick Start

Installation

Install the SudoDog CLI to start monitoring your AI agents.

pip install sudodog

First Scan

Run your first scan to discover AI agents in your codebase.

sudodog scan --api-key YOUR_API_KEY

Getting Your API Key

1. Go to Settings → API Keys in your dashboard
2. Click "Create New API Key"
3. Copy and store your key securely
4. Use the key with the scanner or in your CI/CD pipeline

Mission Control

Mission Control serves as the central monitoring hub for all your AI agents. It displays real-time metrics including:

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Active Agents

Total number of running AI agents

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Daily Spending

Real-time cost tracking across all providers

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Security Alerts

Active security incidents requiring attention

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Health Score

Overall system health indicator (0-100)

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Agent Status

Track Active, Idle, Error, and Stopped states

Agent Explorer

View and manage all your connected AI agents in one place. Each agent card shows:

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Status

Running, idle, error, or stopped state

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Framework

Claude, GPT, LangChain, AutoGPT, etc.

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Platform

Linux, macOS, or Windows

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Resource Usage

CPU and memory consumption

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Last Activity

When the agent last reported telemetry

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Actions Count

Total actions performed by the agent

Security Center

Monitor and protect your AI agents from security threats. The Security Center detects:

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Prompt Injection

Malicious prompts attempting to manipulate agent behavior

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Data Exfiltration

Unauthorized data transfer attempts

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Unauthorized Access

Access attempts from unknown sources

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Anomalous Behavior

Unusual patterns that deviate from normal operation

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Threat Timeline

Chronological view of all security events

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Resolution Tracking

Track incident status and remediation

Cost Intelligence

Track and optimize your AI spending across all providers and models.

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Per-Agent Breakdown

See exactly how much each agent costs

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Provider Analytics

Compare costs across OpenAI, Anthropic, AWS, etc.

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Model Comparison

Cost analysis by model (GPT-4, Claude, etc.)

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Spending Trends

Historical cost analysis and projections

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Budget Alerts

Get notified when approaching limits

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Optimization Tips

AI-powered recommendations to reduce costs

Quality & Performance

Monitor the quality and performance of your AI agents.

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Response Times

Average and P95 latency metrics

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Success Rate

Percentage of successful agent actions

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Error Tracking

Detailed error logs and patterns

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Token Usage

Input/output token consumption

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Quality Score

Overall agent quality indicator

Enterprise Features

Microsoft 365 Integration

Export telemetry data to Agent 365 for unified governance. Features include:
- Azure AD Single Sign-On (SSO)
- Automatic data sync to Microsoft 365
- Unified compliance reporting
- Team permission sync

Shadow Agent Discovery

Automatically detect unmonitored AI agents running in your environment through:
- Process scanning
- Network traffic analysis
- API call detection
- Code repository scanning

Compliance Reports

Generate compliance documentation for major standards:
- SOC 2 Type II
- EU AI Act
- ISO 42001
- GDPR
- HIPAA

Audit Logging

Maintain immutable records of all actions with:
- Tamper detection
- Cryptographic verification
- Export capabilities
- Retention policies

Team Management

Role-based access control with four permission levels:
- Viewer: Read-only access to dashboards
- Developer: Create and manage agents
- Admin: Full access except billing
- Owner: Full access including billing

CLI Reference

Command	Description	Flags
`sudodog scan [PATH]`	Scan directory for AI agents	--api-key, --watch, --verbose
`sudodog list`	List all discovered agents	--api-key, --format json\|table
`sudodog status`	Check agent status	--api-key, --agent-id
`sudodog config`	Configure CLI settings	--api-key, --endpoint
`sudodog version`	Show CLI version

API Reference

Method	Endpoint	Description
GET	`/api/v1/agents`	List all agents
POST	`/api/v1/telemetry`	Submit telemetry data
GET	`/api/v1/costs/summary`	Get cost summary
GET	`/api/v1/security/events`	List security events
GET	`/api/v1/dashboard/overview`	Get dashboard metrics

Supported Frameworks

Claude Code

OpenAI GPT

Anthropic Claude

LangChain

AutoGPT

CrewAI

AWS Bedrock

Azure OpenAI

Google Vertex AI

Hugging Face

LlamaIndex

Custom Agents

System Requirements

CLI

Python 3.8+
pip package manager

Self-Hosted

Docker 20+
PostgreSQL 13+
Redis 6+
4GB RAM minimum

Browsers

Chrome 90+
Firefox 88+
Safari 14+
Edge 90+

Support

Need help? We're here for you.

Email: support@sudodog.com
GitHub: github.com/SudoDog-official