AI Agent Security

Secure Your AI Agents

First-class identity and safety controls for autonomous AI agents. Deploy AI-powered automation with confidence, knowing TigerAccess has guardrails in place.

Use Cases

Secure Any AI Agent

TigerAccess protects all types of AI-powered automation.

Coding Agents

AI agents that write, review, and deploy code.

GitHub Copilot WorkspaceCursorCody

DevOps Agents

AI agents that manage infrastructure and deployments.

Claude for DevOpsAI SRE assistants

Security Agents

AI agents that scan, detect, and remediate vulnerabilities.

Security scannersThreat hunters

Data Agents

AI agents that query, transform, and analyze data.

Data analystsETL automation
Why TigerAccess

AI Agents Need Their Own Security Model

AI agents are not users. They operate autonomously, at machine speed, and can cause significant damage if not properly controlled. TigerAccess provides the controls you need.

  • Give AI agents identities separate from human users
  • Enforce least privilege with scoped permissions
  • Set action budgets to limit blast radius
  • Monitor agent behavior in real-time
  • Automatic circuit breakers for safety
  • Complete audit trail of all agent actions
  • Support for MCP protocol tools
  • Integration with major AI frameworks

Agent Activity Monitor

coding-agent-1Active
42 actions | 3.2k tokens | 12m uptime
devops-agent-2Rate Limited
89 actions | Budget: 10/100
data-agent-3Circuit Open
Anomalous query pattern detected
How It Works

AI Agent Security in Action

See how TigerAccess protects your AI-powered infrastructure.

1

Create Identity

Define agent with unique identity and scoped permissions

2

Set Limits

Configure action budgets, rate limits, and resource quotas

3

Deploy Agent

Agent authenticates and operates within defined boundaries

4

Monitor & Control

Real-time monitoring with automatic circuit breakers

FAQs

Frequently Asked Questions

Common questions about AI agent security and TigerAccess capabilities.

What is an AI agent identity?

An AI agent identity is a unique, first-class identity separate from human users. Unlike traditional service accounts that share credentials, AI agent identities in TigerAccess have their own certificate-based authentication, scoped permissions, and embedded safety controls like rate limits and action budgets. Each agent gets a short-lived certificate (1 hour TTL) with explicit resource allowlists and behavioral constraints.

How does TigerAccess secure AI agents differently from human users?

While human users get certificates with 1-12 hour TTLs and interactive session controls, AI agents receive 1-hour certificates with embedded safety mechanisms: rate limits (requests/second), action budgets (max operations per session), explicit resource scopes (allowlists only), and circuit breaker thresholds. AI agents operate at machine speed and require different controls - they need stricter automation guardrails rather than interactive approvals.

What are action budgets and why are they important?

Action budgets are hard limits on the number of operations an AI agent can perform in a single session (e.g., max 100 database queries, max 50 file writes). They prevent runaway agents from causing massive damage due to bugs or prompt injection attacks. When an agent exhausts its budget, its certificate is immediately revoked, and it must request a new session with explicit justification. This limits the blast radius of any single agent session.

How do circuit breakers work for AI agents?

Circuit breakers monitor AI agent behavior in real-time and automatically intervene when anomalies are detected. TigerAccess tracks patterns like sudden spikes in resource access, repeated failed operations, or access to unusual resources. When an anomaly score exceeds the threshold, the circuit "opens" - the agent's certificate is revoked, sessions are terminated, and administrators are alerted. The agent must be manually reviewed and re-authorized before resuming operations.

Can I integrate TigerAccess with my existing AI frameworks (LangChain, AutoGPT, etc.)?

Yes! TigerAccess provides SDKs for major AI frameworks including LangChain, AutoGPT, LlamaIndex, and more. Our client libraries handle certificate authentication, automatic renewal, and safety control enforcement transparently. You can wrap your existing AI agents with TigerAccess authentication in just a few lines of code. We also support the Model Context Protocol (MCP) natively for tool execution.

What happens when an AI agent exceeds its rate limits?

When an agent exceeds rate limits, TigerAccess implements a sliding window backoff: the agent receives a 429 (Rate Limited) response and must wait before retrying. The waiting period increases with repeated violations. If an agent persistently violates rate limits (indicating a bug or attack), it triggers the circuit breaker, revoking the certificate and requiring manual review. All rate limit violations are logged in the audit trail with full context.

How are AI agent sessions audited?

Every AI agent action is logged to ClickHouse with rich context: agent ID, action type, target resource, timestamp, outcome, and most importantly - the "reason" field that explains why the agent performed the action. Sessions are recorded with full command logs, resource access patterns, and token usage. You can query audit logs by agent, resource, time range, or anomaly score. All audit data is tamper-proof and retained per your compliance requirements.

Does TigerAccess support the Model Context Protocol (MCP)?

Yes, TigerAccess has native support for the Model Context Protocol (MCP). AI agents can access MCP tools through our secure proxy, which enforces the same safety controls as other protocols. Each tool execution is authenticated, rate-limited, and audited. Resource scopes apply to MCP tools as well - agents can only execute tools explicitly allowed in their certificate. We support both standard MCP servers and custom tool implementations.

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