🗞 Interesting Weekly – Curated Tech & AI Insights

> "Interesting Weekly" is my way of using spare moments to capture the week’s most valuable readings and thoughts.

> The aim is to build a long-term personal knowledge system while sharing fresh, actionable insights with you.

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📌 Highlights This Week

📰 Recommended Reading

• AI chat interfaces need redesigns to improve information display and user experience.
• How AI agents can utilize file systems for advanced context engineering.

🔎 New Discoveries

• Kagi News – Condensing thousands of sources into a clean daily digest.
• deface – Open-source automatic face blurring.
• 3D isometric icon library for clean UI design.

🛠 Resources & Tools

• Axure RP toolkit – Function reference, demos, shortcuts, and recommended tools.
• Nano Banana Pro Prompts – High-quality prompt collections for creative AI generation.

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🗨 AI Chat Interfaces Need New Design

Link: https://lukew.com/ff/entry.asp?2135

This article explores how agent-style chat UIs can improve usability by separating process from results:

• Left Column: Summarized instructions & reasoning process (tool usage, thought trajectory)
• Right Column: Final outputs in a continuous scroll

This dual-panel design:

• Maintains transparency about the model’s reasoning
• Reduces scrolling clutter
• Improves context retention in narrow or sidebar layouts
• Boosts collaborative conversation efficiency

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📂 How AI Agents Can Use File Systems for Context Engineering

Link: https://baoyu.io/translations/how-agents-can-use-filesystems-for-context-engineering

Key takeaways:

• Unified file system interfaces allow agents to store, retrieve, and update context efficiently
• Prevents failures from context overload or missing information
• Turns large-scale context into a controllable “scratch pad” with intelligent retrieval
• Enables persistent stateful interaction across sessions

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📰 Kagi News – The Daily Digest You’ll Actually Read

Link: https://news.kagi.com/world/latest

Modern news suffers from clickbait overload and shallow content.

Kagi News takes a smarter path:

• Aggregates thousands of global RSS feeds
• Uses AI to condense into a 5-minute daily digest
• Covers US, business, technology, science, sports, gaming, and more
• Allows customization of number of headlines and view mode
• Provides source info, multi-perspective context, and timelines

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🛡 deface – Automatic Face Blurring

Link: https://github.com/ORB-HD/deface

A simple command-line tool for privacy protection:

• Detects faces in video frames or images
• Applies blur or black-box anonymization
• Removes all audio tracks by default

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🎨 3D Isometric Icon Library

Link: isocons.app

A clean, visually consistent library of isometric illustrations – ideal for:

• Dashboards
• Landing pages
• Product UI

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📖 Axure RP Resource Suite

🔗 Tools & References

• Function Demo Tool: https://www.axureux.com/tools/axure-tool/index.html
• Function Reference Manual: https://www.axureux.com/tools/axure-function/index.html

Includes:

• Complete function/operator/variable reference
• Shortcut keys for Axure RP 9/10/11, organized by scenario
• Designed for both beginners & experienced users
• Boosts efficiency in prototyping workflows

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🍌 Nano Banana Pro Prompts

Link: https://youmind.com/zh-CN/nano-banana-pro-prompts

A curated set of high-quality prompts for:

• Generating detailed conference scenes
• Unique character designs
• Meeting diverse creative needs in AI content creation

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🌍 Bonus: AiToEarn – AI Content Monetization Platform

Link: https://aitoearn.ai/

An open-source global AI content monetization ecosystem:

• Generate, publish, and earn across multiple platforms (Douyin, Kwai, WeChat, Bilibili, Xiaohongshu, Facebook, Instagram, LinkedIn, Threads, YouTube, Pinterest, X/Twitter)
• Integrated AI generation tools, cross-platform publishing, analytics, and model rankings
• Perfect for automating AI-driven creative pipelines

📚 Learn more: AiToEarn博客 | AiToEarn文档

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