llm

LLM Mechanics Mentor: A Copy-Paste Prompt To Learn How Models Think And How To Design Robust Prompts

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TL;DR This post gives you a system message that turns any AI into your senior instructor for LLM mechanics and prompt design. You’ll get short lessons, labs, quizzes, an experiment harness for A/B testing prompts, robustness checks, grounded-mode citations, and a tiny JSON state that tracks your progress. Paste the prompt, run /start 1, and … Read more

Architecting the Foundation — LLM Function Calling and Toolchains

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Introduction Are you building AI agents that interact with APIs, run functions, or query real-world services? Then you’re already entering the world of LLM-based function calling. But what does “production-grade” really mean when it comes to LLM toolchains? Let’s break down the actual syntax, versioning, and interfaces available in today’s top LLM libraries, using LangChain … Read more