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AI insights and perspectives on technology, leadership, and building high-performing teams. Exploring the intersection of technology and human potential through strategic thinking and industry analysis.

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Oct 05, 2025 💭 thoughts

System Prompts vs User Prompts: A Comprehensive Guide to AI Instruction Architecture

Understanding the fundamental difference between system prompts and user prompts—the architectural foundation that makes AI applications reliable, safe, and consistent.

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Aug 16, 2025 💭 thoughts

Agents vs Assistants vs Bots: Clarifying the Roles

A practical guide that clarifies differences between bots, assistants, and agents, with guidance for strategic choice, risks, and implementation.

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Jul 01, 2025 💭 thoughts

Context Engineering vs. Prompt Engineering: The Definitive Guide

A deep dive into the differences between prompt engineering and context engineering, and why context is becoming essential for effective LLM use. Includes real-world examples and practical guidance.

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