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AI Testing LLMs & RAG: What Testers Must Validate with Imran Ali
Manage episode 525427612 series 2391007
AI is transforming how software is built, but testing AI systems requires an entirely new mindset.
Don't miss AutomationGuild 2026 - Register Now: https://testguild.me/podag26
Use code TestGuildPod20 to get 20% off your ticket.
In this episode, Joe Colantonio sits down with Imran Ali to break down what AI testing really looks like when you're dealing with LLMs, RAG pipelines, and autonomous QA workflows.
You'll learn:
Why traditional pass/fail testing breaks down with LLMs
How to test non-deterministic AI outputs for consistency and accuracy
Practical techniques for detecting hallucinations, grounding issues, and prompt injection risks
How RAG systems change the way testers validate AI-powered applications
Where AI delivers quick wins today—and where human validation still matters
This conversation goes beyond hype and gets into real-world AI testing strategies QA teams are using right now to keep up with AI-generated code, faster release cycles, and DevOps velocity.
If you're a tester, automation engineer, or QA leader wondering how AI changes your role,not replaces it,this episode is your roadmap.
578 odcinków
Manage episode 525427612 series 2391007
AI is transforming how software is built, but testing AI systems requires an entirely new mindset.
Don't miss AutomationGuild 2026 - Register Now: https://testguild.me/podag26
Use code TestGuildPod20 to get 20% off your ticket.
In this episode, Joe Colantonio sits down with Imran Ali to break down what AI testing really looks like when you're dealing with LLMs, RAG pipelines, and autonomous QA workflows.
You'll learn:
Why traditional pass/fail testing breaks down with LLMs
How to test non-deterministic AI outputs for consistency and accuracy
Practical techniques for detecting hallucinations, grounding issues, and prompt injection risks
How RAG systems change the way testers validate AI-powered applications
Where AI delivers quick wins today—and where human validation still matters
This conversation goes beyond hype and gets into real-world AI testing strategies QA teams are using right now to keep up with AI-generated code, faster release cycles, and DevOps velocity.
If you're a tester, automation engineer, or QA leader wondering how AI changes your role,not replaces it,this episode is your roadmap.
578 odcinków
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