samir kumar

samir kumar

AI Solution Architect | GenAI Builder

About

Enterprise architect with 21+ years in the field. I’ve shipped GenAI and multi-agent systems on AWS Bedrock, Azure and Google Vertex AI. Now building Samir GenAI Academy: interview prep for AI engineers.

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Maker History

  • Samir GenAI Academy
    Samir GenAI AcademyCrack your AI engineer interview in 14 days
    Oct 2026
  • 🎉
    Joined Product HuntOctober 8th, 2026

Forums

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18d ago

What limits do you put on your AI agents before shipping?

Many agent demos work well. Then in production, one confused loop calls the same tool 40 times and the bill jumps overnight.

Before I let an agent go live, I add three limits:

1. Max steps: stop after about 10 loops and hand over to a human.

2. A timeout on every tool call, so one slow API cannot hang the whole run.

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25d ago

Samir GenAI Academy - Crack your AI engineer interview in 14 days

Interview prep for AI engineers. 16 short sessions on LLMs, RAG, agents, MCP, evals and cloud GenAI, a hands-on lab in every session, 570 interview questions with written answers, and an AI coach that interviews you out loud. Start with a free quiz.
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