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context

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Ai Ml

Memory — How Agents Build Continuity

Context windows forget. Production agents don't. The difference is a layered architecture: working memory, session memory, and long-term memory split into facts, events, and skills. Here's how real agents remember — and why forgetting on purpose matters.

10 min read
Tutorial

AI Skills in Practice: Context Is the Skill

Every AI assistant starts each conversation knowing nothing about your project. Context files change that — they encode your stack, conventions, and constraints so the AI works with your codebase instead of against it. This post shows how to build the foundation layer that makes every skill smarter.

9 min read