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Question Minutes with Zareef Ahmed

Question Minutes with Zareef Ahmed

Written by: Zareef Ahmed
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Question Minutes is where Zareef Ahmed, architect and consultant for AI, cloud, data and DevOps, answers the questions his clients and fellow engineers actually ask. One question per episode, in minutes, not hours. He brings two decades of architecture experience and a specialty in private, on-premise AI. Each episode walks through real scenarios and practical trade-offs, with zero fluff. A good companion for refreshing your memory and, lately, for making sense of what AI means for the rest of us.

© 2026 Zareef Ahmed
Episodes
  • Which model is best for my AI code generation work?

    Which model is best for my AI code generation work?
    Sep 9 2026
    Zareef explains why picking the best AI model for code generation depends on your project's complexity, stage, and goals rather than one universal answer.
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    2 mins
  • Does Private AI deployments guarantee security?

    Does Private AI deployments guarantee security?
    Sep 2 2026
    Zareef Ahmed explains why private AI deployments do not guarantee security by default and outlines the real risks and benefits organizations should understand.
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    7 mins
  • How to handle or identify wrong information from an AI LLM Model like ChatGPT or Claude?

    How to handle or identify wrong information from an AI LLM Model like ChatGPT or Claude?
    Aug 30 2026
    Zareef Ahmed shares practical steps to spot and correct wrong information from AI models like ChatGPT and Claude, stressing that you are the quality control.
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    7 mins
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