Isaac's Tech Blog

Welcome to Isaac's Tech Blog! Here you will find a plethora of software articles sprinkled with the occasional coffee post. What are you waiting for? Select a topic to get started!

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What an AI Agent should be

By: Isaac ― July 13, 2026


Learn what defines an AI agent, how tools, MCPs, skills, and subagents fit together, and why purpose-built workflows should not be confused with agents.

Recent Posts

Your North Star for AI: Idea to Product

By: Isaac ― October 20, 2025


A practical guide for developers building with AI. Learn how to define your north star and ship focused products from idea to MVP to production without losing your way or falling into scope creep.

Long Term Memory and Personalization for Generative AI

By: Isaac ― January 19, 2025


Explore how AI models can build long-term memory by learning from past user interactions, enabling truly personalized experiences without repetitive context-setting. Learn about the technical approach to giving AI models memory that persists across conversations.

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