Agent Security Audit helps teams make AI agents, RAG systems, and tool-using LLM applications safer before they reach real users. The focus is practical: readiness checks, prompt injection testing, framework selection, guardrail review, observability, cost control, and production launch risk.
Start here
- Use the AI Agent Guardrails Hub if you need to test, explain, or collect evidence for agent safety controls.
- Run the AI Agent Readiness Self-Assessment for a quick first-pass readiness check.
- Review the AI Agent Readiness Audit if your agent touches customer data, tools, money, or internal systems.
- Read the sample audit report to see the kind of findings and roadmap we produce.
Core resource hubs
- AI Agent Guardrails Hub: test guardrails, regression cases, evidence packs, approval gates, and buyer-facing safety proof.
- AI Agent Tools and Frameworks Hub: compare agent frameworks, coding agents, support agents, research agents, and enterprise automation platforms.
- AI Agent Production Readiness Solution: what to review before launch.
- Free AI Agent Production Readiness Checklist Template: copyable launch checklist.
- Free Prompt Injection Test Set for AI Agents: starter tests for direct and indirect injection risk.
Foundational guides
- How to Secure AI Agents in 2026
- Prompt Injection in RAG and Tool-Using Agents
- How to Evaluate an AI Agent
- AI Agent Guardrails: What They Catch, What They Miss, and How to Test Them
Common problems we cover
- Security: prompt injection, data leakage, unsafe tool permissions, secrets handling, and sandbox boundaries.
- Reliability: task success, regression testing, RAG grounding, citation quality, fallback behavior, and incident response.
- Operations: trace review, cost control, latency, human approval gates, audit logs, and release readiness.
- Tool choice: framework selection, vendor comparison, open-source tradeoffs, and when an agent is the wrong tool.
Recommended paths
- Testing guardrails: start with the AI Agent Guardrails Hub, then run the guardrail regression checklist.
- Preparing for launch: run the AI Agent Readiness Self-Assessment, then copy the free readiness checklist template.
- Preparing for customer review: read the guardrail evidence pack guide, then review the AI Agent Readiness Audit.
Recent field notes
- AI Agent Guardrail Evidence Pack for Customer Security Reviews
- AI Agent Guardrail Regression Testing Checklist
- AI Agent Permission Drift Review Checklist
- AI Agent Trust Boundary Review Checklist
- AI Agent Browser Automation Security Checklist
- AI Agent Data Exfiltration Checklist
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Contact
For audit requests, partnership notes, or a question about an AI agent launch, email support@ibbs.ai.