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7 UX patterns for better human oversight in ambient AI agents

Ambient AI agents (the agents that run in the background) are reshaping work. Yet product designers are missing a shared design language for building them. This article introduces seven UX patterns that let agents act autonomously while keeping humans in the loop and in control.

December 4th 2025

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July 18th 2025

What behavioral science has to say about user interface performance

Behavioral science offers powerful insights into why certain design decisions influence actions more effectively than others. In this article, I explore how some psychological mechanisms shape user behavior, using real-life web examples and scientific research.

February 28th 2025

5 essential SmolAgents tools and practical tips for smarter AI agents

As I work through the Hugging Face smolagents course, I’ve come to appreciate the power of tools in making AI agents more effective. To deepen my understanding, I decided to take a hands-on approach: I built a set of smolagents tools, documented key takeaways, and published them on Hugging Face for others to use and critique. In this article, I’ll share five essential tools and practical tips for building smarter AI agents.

January 7th 2025

Storyboarding in UX Design: My free AI-powered GPT that draws for you

Product design storyboarding requires multiple clear visuals. This can be time-consuming and demands artistic skills. To simplify the process, I created a UX design storyboarding drawing assistant using OpenAI. This free tool generates clean black-and-white sketches instantly—just provide a few details about the frame you need, and it does the rest!

November 13th 2024

Building an LLM tool: a creative journey of UX and AI Development

I have been coding since 2022. I am comfortable with backend and frontend, databases, and setting up servers. LLMs are now everywhere and I know nothing about it. So I want to try building something with it. This article will be a way for me to document my learnings and progress along the way.

November 10th 2024

Launching your first atomic networks to solve the Cold Start Problem

When launching a network, the goal is to build a self-sustaining and thriving, and overcome the Cold Start Problem. This article explains how to define, launch, and maintain atomic networks, the foundation for larger networks. We'll cover how to identify the hard and easy sides, assess network asymmetry, set minimum size, track health metrics, and use actionable strategies for growth.

October 17th 2024

Add the FAQPage Structured Data (rich result) to an FAQ section powered by the Webflow CMS

This article helps Webflow experts improve their SEO by adding the FAQPage Structured Data to an FAQ section (that is powered by the Webflow CMS). Webflow has a limitation that prevents looping over CMS items inside of a Custom Code Block. Thus, It’s impossible to create a FAQPage Structured Data JSON with a varying number of questions and answers. This article provides a (almost) no-code, Google-approved solution and it’s tutorial.

September 29th 2024

What is Asymmetric Encryption? How it Works and Why It's Secure

There are two types of encryption: asymmetric and symmetric. Traces of symmetric encryptions can be found as early as 500 BC while asymmetric encryption was only invented in the 1970s. With symmetric encryption as with a safe, one key opens and closes. With asymmetric encryption, 2 keys exist, one for opening and one for closing.