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How to Design, Collaborate, and Thrive with Agentic AI

Understand the frameworks and mindsets powering the future of AI and how to build your role around them.

10 min readMay 20, 2025
A lone figure stands at the entrance of a grand, futuristic hallway formed by receding white arches, bathed in soft orange and blue light, symbolizing the path into Agentic AI.
Source: Stock photo from Lummi AI

Some weeks ago, I felt I’d cracked the code on generative AI; using ChatGPT, Gemini, and Claude for code and creative ideas like never before.

Prompting like a pro felt like an unfair advantage, as if being pretty on top of this AI wave.

Then, the ground started shifting.

Again.

Whispers of “agentic AI” grew into a roar. Suddenly, it wasn’t just about AI responding anymore. It was about AI acting, perceiving, planning, and executing complex tasks with an autonomy that made my slickest prompts feel like step one of a much bigger game.

It felt a bit like when I first faced my focus crisis. That sense of “just when I thought I had it, the rules changed.”

My overwhelm grew with my inbox filling with articles about AI agents outperforming humans (thanks, Stanford AI Index 2025!), and a deep curiosity to understand this new paradigm felt immense.

So, I dove in. I decided to demystify “agentic” for myself, to understand the design patterns, and figure out what this could mean for founders, product managers…

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Eva Keiffenheim
Eva Keiffenheim

Written by Eva Keiffenheim

Learning expert with 5M+ reads. Committed to building a fairer future, one narrative at a time. Start writing for millions of readers http://bit.ly/learnletter

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