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DZone.com Feed Recent posts on DZone.com Agents and Tools in Agentic AI: A Simple Explanation 21 Aug 2026, 14:00 by Ruchi Saini 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. ‍ Alert Fatigue as a System Design Problem: Engineering On-Call Reliability in Modern SRE Teams 21 Aug 2026, 13:00 by Oreoluwa Omoike Once upon a time, site reliability engineering rested on a linear assumption: monitor more, detect early, and you’ll recover faster. The rise of alert fatigue makes modern SRE teams realize otherwise: Ramadass's (2025) paper, Building an AI-Powered Observability Pipeline for Modern System Reliability, cited research that discovered that: ‍ How to Build and Scale Generative AI Infrastructure 21 Aug 2026, 12:00 by Chidiebere Njoku When teams first integrate large language models (LLMs) into their software platforms, the initial experience often feels surprisingly simple. A developer writes a few lines of code, sends a prompt to a model API, and receives a response that looks intelligent, contextual, and almost magical. A prototype can be built in days, sometimes hours, and the business quickly starts imagining how AI will transform customer support, automation, analytics, and decision-making. This early success creates a dangerous assumption: that moving from a working AI prototype to a production-grade AI system is simply a matter of increasing traffic and adding more users. ‍ ‍ You are receiving this email because you subscribed to this feed at blogtrottr.com. By using Blogtrottr, you agree to our terms. If you no longer wish to receive these emails, you can unsubscribe from this feed, edit this subscription, or manage all your subscriptions.