Engineering

Why Context Is the Latest Currency in AI: From RAG to Context Engineering

, I saw our production system fail spectacularly. Not a code bug, not an infrastructure error, but simply misunderstanding the optimization goals of our AI system. We built what we thought was a elaborate...

AI and machine learning for engineering design

Artificial intelligence optimization offers a bunch of advantages for mechanical engineers, including...

Context Engineering — A Comprehensive Hands-On Tutorial with DSPy

Context Engineering by now. This text will cover the important thing ideas behind creating LLM applications using Context Engineering principles, visually explain these workflows, and share code snippets that apply these concepts practically. Don’t...

Declarative and Imperative Prompt Engineering for Generative AI

refers back to the careful design and optimization of inputs (e.g., queries or instructions) for guiding the behavior and responses of generative AI models. Prompts are typically structured using either the declarative or...

How To Significantly Enhance LLMs by Leveraging Context Engineering

is the science of providing LLMs with the proper context to maximise performance. Once you work with LLMs, you sometimes create a system prompt, asking the LLM to perform a certain task. Nonetheless,...

Can AI really code? Study maps the roadblocks to autonomous software engineering

Imagine a future where artificial intelligence quietly shoulders the drudgery of software...

Software Engineering within the LLM Era

engineering space, debates about whether using LLMs in coding is or a foul idea are raging. On the extremes, there are some individuals who think that any use of LLMs in coding...

Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

it's best to read this text In case you are planning to enter data science, be it a graduate or knowledgeable on the lookout for a profession change, or a manager in command of...

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