GenAI Daily for Practitioners

Executive Summary • Here are the concise, non-sensationalist bullets for enterprise practitioners: • Google's 16 AI tips for holiday hosting in 2025 aim to reduce stress by leveraging AI-powered calendar management, recipe suggestions, and personalized gift ideas. No specific benchmarks or costs mentioned. • For context engineering, Langchain suggests using filesystems to store and retrieve context data, enabling agents to learn from past interactions and adapt to new situations. No deployment notes or compliance considerations provided.

Research

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Big Tech

• 16 Google AI tips for stress-free holiday hosting in 2025 \ <img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Google_AI_holiday_hosting_tips.max-600x600.format-webp.webp">Use Gemini, Search, Pixel and more to make holiday planning feel effortless in 2025. \ Source • Google AI Blog • 17:00

Regulation & Standards

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Enterprise Practice

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Open-Source Tooling

• <![CDATA[How agents can use filesystems for context engineering]]> \ A key feature of deep agents is their access to a set of filesystem tools. Deep agents can use these tools to read, write, edit, list, and search for files in their filesystem.In this post, we’ll walk through why we think filesystem… \ Source • LangChain • 19:45

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