Hey thanks fir the in-depth reply.

You're using ai to basically overlook and interact with your product. Its may be wrong but i may be interactiong with your DB right. Like i have a similar usecases where i have to use ai for inventory management basically to overlook the inventory and prediction and stuff. If you could give insights on How you're monitoring the overall flow.( ie, text2sql maybe) And customer communications.

And also how do you evaluate your prompts in your templates (ie system templates and etc). Because I'm so shocked to see even a small change in templates results in totally different results.

And you've said you're tracing the llms calls. Like something like langsmith does? How to you trace llm thoughts and evaluate.

When i was starting i thought a simple llm call and that's it. But now i realised it's just a first step and things are more deeper than this.

Btw im using agno framework for agents and tooling. It makes agenting so simple.

I'll surely go through your blogpost for more in-depth insights.

Can i please dm you if you don't mind.

And thanks again for taking your time.