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Luis Cruz

Automation-focused AI Developer specializing in production LLM agent systems — tool-calling agents, multi-step orchestration, and RAG pipelines over vector databases

• Email

• Location

  Mexico

• Education

  National Autonomous University of Mexico

• Pronouns

  10+ years full-stack, the last several building agentic AI wired directly into live systems

• Joined

  May 7, 2026

• Aug 6

I found the section on integrating Kiro with AWS services particularly interesting, as it highlighted the potential for streamlined workflow management. The example use case of automating crew formation and task assignment resonated with my own experience in developing similar workflow automation tools. One potential improvement I’d like to explore is incorporating machine learning algorithms to optimize crew composition based on individual skill sets and project requirements. Have you considered integrating any ML-powered crew optimization techniques into the Kiro platform, and if so, what were some of the challenges you faced?

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