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Deconstructing LLM Agents for software engineers - Beyond the Hype
Introduction
Agents, agents, agents everywhere. To be clear: AI agents. Oh, sorry—to be precise, LLM agents. A lot of buzz surrounds these agents. They were called the most important AI innovation of 2024, and now they’re touted as the hottest topic of 2025. But is this something we truly need? What exactly are they? Are all agents the same? Let’s dive deeper into the subject.
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Programming with LLMs for programmers - Beyond the Hype
Introduction
The field of software development is currently abuzz with discussions about Large Language Models (LLMs), AI agents, and autonomous systems. New libraries and frameworks emerge daily, each promising to revolutionize our coding practices. However, amidst this flurry of buzzwords and complex tools, it’s easy to overlook that many programming tasks involving LLMs can be accomplished with a straightforward approach; it’s not rocket science. While crafting production-ready LLM-based systems is not trivial, using LLMs as part of a system is quite manageable, especially if you avoid over-reliance on the abundance of dedicated frameworks.
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