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I will test ai agents rag chatbots llm hallucinations and prompt injection rag evaluate
Pamela Scott
About this gig
Built an AI agent or RAG chatbot but not sure how it will behave with real users?
I will test and evaluate your AI system to uncover hallucinations, inaccurate responses, weak RAG retrieval, workflow failures, prompt injection weaknesses and other reliability problems before they affect your customers.
AI applications can appear to work during normal conversations while still failing on unusual questions, conflicting instructions, missing information or multi step tasks.
I will systematically test your system and document where it performs well and where improvements are needed.
WHAT I CAN TEST
- AI agent reliability
- LLM response quality
- RAG chatbot accuracy
- Hallucinations and unsupported answers
- Retrieval relevance
- Context handling
- Prompt instruction following
- Edge cases and unexpected inputs
- AI agent tool calling
- Multi step workflows
- Agent handoffs
- API action behavior
- Failure handling
- Knowledge base responses
- Citation accuracy
- Guardrail behavior
- Prompt injection resistance
- Sensitive information exposure
- AI chatbot consistency
- Customer support AI behavior
- Sales agent behavior
- Internal AI assistants
Contact me with your AI application, chatbot agent and explain what it is expected
Get to know Pamela Scott
Pamela Scott
WEBSITE AND AUTOMATION EXPERT
- FromUnited Kingdom
- Member sinceSep 2026
- Avg. response time1 hour
Languages
English, French, Spanish, German, Italian
I help businesses build, fix, test, secure, and monitor AI-powered systems. I work with AI agents, automation, APIs, MCP, RAG, CRM integrations, LLM observability, and production ready workflows using tools like OpenAI, Claude, n8n, Make, Zapier, Langfuse, and LangSmith.
Other AI Development Services I Offer
FAQ
What types of AI systems can you test?
I can evaluate AI agents, RAG chatbots, customer support assistants, internal AI tools, sales agents, knowledge assistants and other LLM powered applications.
Can you test a RAG chatbot?
Yes. I can evaluate retrieval quality, answer grounding, hallucinations, missing context, irrelevant retrieval and response consistency.
What is hallucination testing?
It checks whether an AI system generates unsupported, incorrect or invented information instead of relying on the information available to it.
Can you test AI agents that use tools?
Yes. I can test tool selection, workflow execution, actions, failure handling and whether the agent completes requested tasks correctly.
Do you test OpenAI and Claude applications?
Yes. I can evaluate applications built using OpenAI, Claude and other supported LLM systems.
Can you test an n8n or automation based AI agent?
Yes. AI agents connected to automation workflows can be evaluated for response quality, tool usage and workflow behavior.
Do you test prompt injection?
Yes. Where authorized, I can evaluate how the client's AI application responds to prompt injection and instruction manipulation attempts.
Will you hack my application?
No. This service focuses on authorized AI reliability and defensive testing within the agreed project scope.
Do you fix the problems you discover?
This gig primarily focuses on testing and evaluation. Minor recommendations can be provided, while larger fixes can be scoped separately.
Will I receive a report?
Yes. Standard and Premium packages include structured findings that identify observed problems and recommended improvements.
