Why the biggest problem with MCP isn’t the protocol — it’s the context window tax. And how Code Mode solves it. Table of Contents What Is MCP? A Quick Refresher Model Context Protocol (MCP) is an open standard that lets AI agents connect to external tools and services. Think of it as a universal adapter: […]

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Large Language Models (LLMs) all predict text, but they differ a lot in how they follow instructions, use context, handle tools, and optimize for safety, speed, or cost. If you treat them as interchangeable, you’ll ship brittle prompts. If you treat them as different runtimes with different affordances, you’ll get reliable results. This post explains the major differences across […]

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