
The Architectural Pattern Behind Anthropic's Smartest Agents
Skills' three-level context loading solves a critical problem: five MCP servers can consume 97,000 tokens before any work begins. Progressive disclosure changes everything.
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The strategic calculus is straightforward: MCP for action, RAG for knowledge. Here's what product leaders need to know about AI's new integration layer.

Skills' three-level context loading solves a critical problem: five MCP servers can consume 97,000 tokens before any work begins. Progressive disclosure changes everything.

The surprising research showing that more context doesn't always mean better results, and how to architect AI products around this limitation.

Prompt engineering got us started. Context engineering is where the real competitive advantage lies.

Distilled wisdom from Google's product leadership on what actually matters when building AI products.

How I built an AI-powered research assistant that transformed my newsletter creation process, with code and frameworks you can adapt.

Stop building AI features that nobody wants. The DIF framework validates assumptions in days, not months.
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