Vinit Mehta Profile image

Vinit Mehta

I am non-techie trying to understand current state of LLMs (esp Agents) and trying to create content which 20 y/o me would also understand and learn from.

13 Posts

San Francisco Bay Area, California
By Vinit Mehta
Passing Variables in AI Agents: Pain Points, Fixes, and Best Practices Post feature image

Passing Variables in AI Agents: Pain Points, Fixes, and Best Practices

AI agents work in demos but fail in production. They forget user context, retry API calls, and book wrong dates. The culprit? Broken variable passing and state management. Learn the memory architecture, schema-first tools, and identity controls production agents need to scale.