LLM

Ten Lessons of Constructing LLM Applications for Engineers

across industries. Traditional engineering domains are not any exception. Previously two years, I’ve been constructing LLM-powered tools with engineering domain experts. Those are process engineers, reliability engineers, cybersecurity analysts, etc., who spend most of...

The right way to Create Skilled Articles with LaTeX in Cursor

used system for writing technical articles. I, for instance, wrote my Master’s thesis through Overleaf with a LaTeX file. Nonetheless, LaTeX is complicated to learn, and when coping with it through Overleaf, you’ll...

Construct an Over-Engineered Retrieval System

you’ll encounter when doing AI engineering work is that there’s no real blueprint to follow. Yes, for probably the most basic parts of retrieval (the “R” in RAG), you'll be able to chunk documents,...

Your Next ‘Large’ Language Model Might Not Be Large After All

For the reason that conception of AI, researchers have all the time held faith in scale — that general intelligence was an emergent property born out of size. If we just carry on adding...

How Relevance Models Foreshadowed Transformers for NLP

— that he saw further only by standing on the shoulders of giants — captures a timeless truth about science. Every breakthrough rests on countless layers of prior progress, until someday … all...

Tips on how to Use Gemini 3 Pro Efficiently

its latest LLM: Gemini 3. The model is long-awaited and has been widely discussed before its release. In this text, I’ll cover my first experience with the model and the way it differs...

The right way to Perform Agentic Information Retrieval

is a crucial task that's critical to attain, with the vast amount of content available today. An information retrieval task is, for instance, each time you Google something or ask ChatGPT for a...

The best way to Automate Workflows with AI

of most developers’ work. We use tools resembling Cursor, Windsurf, OpenAI Codex, Claude Code, and so forth, to turn into way more productive at work. Nevertheless, from discussions with people working in non-technical...

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