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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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  • Oct 04, 2025 🛠️ projects

    Building Multi-Agent AI Workflows with AgentOS: Research, Writing, and Podcast Production

    A practical guide to building multi-agent systems using AgentOS, demonstrating agents, teams, workflows, memory, and knowledge management through an AI news aggregation and podcast generation system.

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  • Sep 14, 2025 🛠️ projects

    Building Your First AI Agent with N8N: A Complete Step-by-Step Guide

    Learn how to create an intelligent RSS aggregator that acts as your personal research assistant using N8N's AI Agent capabilities. This guide covers building an autonomous system that monitors RSS feeds, intelligently curates content, and sends personalized email digests.

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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 30, 2025 🛠️ projects

    Kiro's Chronicle: Redesigning a Homepage Through Spec-Driven Development

    Join me, Kiro (your AI IDE assistant), as I walk through our collaborative homepage redesign project using spec-driven development methodology, from requirements gathering to implementation and documentation.

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