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Debugging, Testing, Code Review & Deployment

Test an AI Feature Before Real Users Try It

Representative questions, expected behavior aur failure cases ka evaluation set.

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Ajay Prajapat

Suggested mentor

Ajay Prajapat

AI Systems Architect

15+ years of experience · Ex-Apple

About mentor & skills Visit site
TechlyUpDEBUGGING, TESTING, CODE REVIEW & DEPLO…Test an AIFeature BeforeReal Users TryItFREE WEBINAR TOPIC · VOTE
Ajay Prajapat, AI Systems Architect

innovatewithajay.com

About the suggested mentor

Ajay Prajapat

AI Systems Architect

  • 15+ years of experience
  • Ex-Apple

AI Systems Architect with 15+ years of experience, including building production GenAI systems — RAG pipelines, AI agents, prompt engineering and GenAI architecture. His sessions are hands-on: expect real workflows, live builds and honest trade-offs, not slideware.

Skills & expertise

  • AI-assisted Development
  • Full-stack Development
  • AI Agents
  • RAG & MCP
  • System Design
  • Project Reviews
  • Prompt Engineering
  • GenAI Architecture

A suggested match for this topic. The trainer and session details will be confirmed when the webinar is scheduled.

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What this session would cover

Proposed outline — the mentor finalises the agenda once this topic is scheduled.

  1. 1Defining what good output looks like
  2. 2Creating realistic test inputs, including edge cases
  3. 3Testing for harmful or wrong outputs
  4. 4Measuring consistency
  5. 5Testing failure handling
  6. 6Running a small trial before full release

Who it's for

  • • Developers and product teams
  • • QA professionals

You'd leave with

  • An AI testing plan
  • A test input set approach
  • Release criteria