The Future of AI and SaaS is Agentic Experiences (Here's How to Build Them)

Cole Medin September 18, 2025
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Cole Medin

@colemedin

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Hi I'm Cole Medin and I'm your guy for learning how to make a huge impact with AI agents and AI coding assistants. AI is no doubt the future of not just software development but the whole world. And I'm on a mission to master it and share everything with you. Join me as I push the limits of what is possible with AI. I'll be uploading videos weekly - at least every Wednesday at 7:00 PM CDT!

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Support AG-UI by giving them a star on GitHub! https://github.com/ag-ui-protocol/ag-ui There’s a good chance you’re stuck on the idea of building apps or SaaS platforms around agents - but that’s not where the future is heading. The real shift is embedding agents *into* your applications so they become a natural part of the product experience. When the AI hype bubble bursts, what’s going to be left over are the products that are not competing as agents - instead the agent(s) are deeply woven inside a product that delivers its own unique value. In this video, I’ll show you how to build these kinds of applications and the tech stack that makes it simple. It all starts with AG-UI, the protocol that standardizes how AI agents connect to applications. You can use any frontend client that supports AG-UI - which I’ll use CopilotKit. And you can pair it with any AI agent framework - which of course I’ll use Pydantic AI here since it’s my favorite! ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - If you want to completely explode your productivity with AI coding assistants in a single session, check out this exclusive workshop I'm hosting soon (limited spots available!): https://dynamous.ai/ai-coding-workshop - Pydantic AI + AG-UI + CopilotKit RAG Agent: https://github.com/coleam00/ottomator-agents/tree/main/ag-ui-rag-agent - AG-UI Demos I showed in the video (Special thanks to them for working with me on this video!): https://dojo.ag-ui.com/pydantic-ai - Pydantic AI docs for AG-UI: https://ai.pydantic.dev/ag-ui/ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 00:00 - The Future of SaaS is Agentic Experiences 01:23 - Introducing AG-UI - Connecting AI Agents to Apps 02:49 - Pydantic AI + AG-UI Integration 03:26 - Agentic Experiences Demo 05:51 - AG-UI Quickstart w/ CopilotKit + Pydantic AI 09:16 - CopilotKit Vibe Coding MCP 10:59 - Improving Our AG-UI App 14:34 - The Principles of Agentic Experiences 16:49 - Building a RAG Agent App with AG-UI 19:56 - Final Thoughts ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Join me as I push the limits of what is possible with AI. I'll be uploading videos weekly - Wednesdays at 7:00 PM CDT!