LLMs are powerful, but unpredictable. Prompt a model twice and you often get two different answers. In real-world systems, this isn’t just annoying and it’s unacceptable. We need deterministic, testable AI behavior. I’ve been building agentic systems using Lyzr AI that remove the guesswork: agents with clear goals, defined steps, and consistent outputs. No LangChain maze. No magical thinking. Just reliable automation. Here’s a working demo of a deterministic agent I built: https://v0-deterministic-decision-ui.vercel.app/ — would love your thoughts on whether this approach is the way forward.