AI Agent Red-Team Audit: Find Failures Before Your Users DoDhruv Shah
Shipping a chatbot, AI agent or MCP tool integration? I'll try to break it before your users do.
WHAT I TEST
Prompt injection, including instructions hidden in files, webpages and tool outputs
Unsafe or unintended tool calls
Hallucinated or overconfident answers
Ambiguous instructions the agent guesses at instead of asking about
WHAT YOU GET
30 adversarial test cases written for your product
A failure report: what broke, exact steps to reproduce it, and how serious it is
A prioritized fix list, so your team knows what to tackle first
A 20-minute call to walk through the findings (optional)
WHAT I NEED FROM YOU
Access to a test or staging version of your AI product and a short description of what it is supposed to do.
Background: I built Sentinel, a benchmark testing MCP security guards across 6 attack classes, and I do ongoing paid evaluation of frontier AI coding agents.
FAQs
Example work
Starting at$250
Duration5 days
Tags
AI Agents
LLM Evaluation
AI Chatbot Developer
Cybersecurity Specialist
Prompt Engineer
Quality Assurance
AI Security
AI Testing
Red Teaming
Service provided by
Dhruv Shah Ahmedabad, India
AI Agent Red-Team Audit: Find Failures Before Your Users DoDhruv Shah
Starting at$250
Duration5 days
Tags
AI Agents
LLM Evaluation
AI Chatbot Developer
Cybersecurity Specialist
Prompt Engineer
Quality Assurance
AI Security
AI Testing
Red Teaming
Shipping a chatbot, AI agent or MCP tool integration? I'll try to break it before your users do.
WHAT I TEST
Prompt injection, including instructions hidden in files, webpages and tool outputs
Unsafe or unintended tool calls
Hallucinated or overconfident answers
Ambiguous instructions the agent guesses at instead of asking about
WHAT YOU GET
30 adversarial test cases written for your product
A failure report: what broke, exact steps to reproduce it, and how serious it is
A prioritized fix list, so your team knows what to tackle first
A 20-minute call to walk through the findings (optional)
WHAT I NEED FROM YOU
Access to a test or staging version of your AI product and a short description of what it is supposed to do.
Background: I built Sentinel, a benchmark testing MCP security guards across 6 attack classes, and I do ongoing paid evaluation of frontier AI coding agents.
FAQs
Example work
$250