• MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

Adding a rendering widget to an MCP tool made a model call it once and stop exploring instead of running multiple searches; the fix is separating data tools from render widgets and mirroring UI state back to the model.

• videoIt’s Tokens All The Way Down: How RLMs are Different — Kevin Madura, AlixPartners
• videoYour agents lack context: Here's how to fix "You're absolutely right!" — Brandon Waselnuk, Unblocked
• videoThe Universal Remote Control for AI — Alex Hancock, Block
• videoBuild-Time vs. Run-Time: Why Dev Tools Fail in Production — Averi Kitsch & Prerna Kakkar, Google

• articleVerified business dashboards inside ChatGPT and Claude via MCP Appscorpusiq_io
• videoThe End of the Static Screen: Architecting Intent-Driven UX — Gus Iwanaga, commercetoolsAI Engineer
• videoMCP Apps: Extending the Frontier — Ido Salomon & Liad YosefAI Engineer

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