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ExternalSoftware Engineering
DZone

Agents and Tools in Agentic AI: A Simple Explanation

In this article, we will build a simple understanding of the following: What a model is Why a model needs tools What tools are How an agent uses tools Model vs. ChatGPT Before understanding agents, let's clarify the difference between a model and ChatGPT. Whatever question we type into ChatGPT is sent to a model behind the scenes, which generates the response. You can think of ChatGPT as a web or mobile application — an interface through which we interact with the underlying Model/LLM.

ExternalObservability
Grafana Blog

How to scale Alloy as a central telemetry gateway: capacity planning, load testing, and production lessons

Running Alloy as a single-instance sidecar is simple. Running it as a centralized gateway that absorbs the full telemetry stream of an enterprise platform—tens of millions of active series, terabytes of logs per day, and tens of thousands of trace spans per second—is a different challenge altogether. To get it right, you need deliberate capacity planning, honest load testing, and a monitoring setup that doesn't rely on the very thing you're testing. As part of the Professional Services team here

Grafana BlogRead original

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