Your LLM Is Not Deterministic
Stop asking probabilistic models to generate reports. Let them build and orchestrate deterministic tools instead.
Sep 26, 20262 min read33

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Series
In this series, I will discuss machine learning concepts and their implementation in the modern world of software architecture. [Series cover photo by JJ Ying on Unsplash]
Stop asking probabilistic models to generate reports. Let them build and orchestrate deterministic tools instead.

How Model Context Protocol and Agent Communication Protocol shape the AI stack.

Model Context Protocol Server in Real-Life Example

And mark the detected objects in the output image

Connect Golang to a FastAPI-Powered YOLOv5 Inference Server

How to Handle Image Predictions with Go REST API
