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The Agent Factory – Episode 5: Tackling the Hardest Questions in Agent Development w/ Philip Schmid

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The Agent Factory - Episode 5: Tackling the Hardest Questions in Agent Development w/ Philip Schmid

Ready to listen about how to use Gemini for building applications like Deepmind Deep Research agent? In this special episode, we’re joined by Philipp Schmid from Google DeepMind, a leading voice in the AI community, to answer some of the toughest, most practical questions developers face today. We skip the agent industry pulse and dedicate the entire episode to a deep-dive masterclass on agent architecture, development, and evaluation.
βœ… In This Episode, You’ll Learn:
Model & Framework Selection: A pro’s take on choosing between Gemini and open models like Gemma, plus a breakdown of when to use frameworks like LangGraph, CrewAI, or the ADK.
The Agent Development Lifecycle: A behind-the-scenes look at how the "Deep Research Agent" was built, from initial concept and prompt engineering to multi-agent patterns..
Gemini CLI Pro-Tips: Discover how to leverage the Gemini CLI for advanced agentic workflows and see a demo of its powerful capabilities.
Model-Agnostic Prompts: Philipp answers a tough community question about whether it’s possible to write prompts that work across different model families (like Gemini, GPT, and Claude) without a major loss in performance.

πŸš€ ANNOUNCEMENT: Accelerate AI with Cloud Run Take your agents from prototype to production! Join our new event series to learn how to deploy scalable, secure, and production-ready agents. Register for the North America series now, with more global locations coming soon! Register Here β†’ http://goo.gle/3JAflqs

About The Agent Factory:
"The Agent Factory" is a video-first technical podcast for developers, by developers, focused on building production-ready AI agents. We’ll explore how to design, build, deploy, and manage agents that bring real value using the latest open-source tools and frameworks. Going beyond basic AI/ML concepts, the podcast will delve into the practical aspects of agentic AI, covering everything from single-purpose agents for task automation to complex multi-agent systems.

Connect with Us & Ask Questions:
– Leave your questions and feedback in the YouTube comments below!
– Join the conversation on social media with the hashtag #TheAgentFactory.
– Connect with the community at the Google Developer Program forums β†’ http://goo.gle/4mUGqD2

πŸ”— RESOURCES & LINKS MENTIONED
– Follow Philipp Schmid on X β†’ https://twitter.com/_philschmid
– Read Philipp’s Technical Blog β†’ https://www.philschmid.de
– Register for ‘Accelerate AI with Cloud Run’ Event β†’ http://goo.gle/4lKFDna
– Learn more about the Deep Research Agent β†’ http://goo.gle/4mzVJkV
– Gemma 3 270M – The compact model for hyper-efficient AI β†’ http://goo.gle/4lSdMll
– Effective Prompt engineering β†’ http://goo.gle/3HGnjOn
– Philipp’s blog post on Context Engineering β†’ http://goo.gle/4nmGdJp
– Philipp’s blog post on Gemini CLI β†’ http://goo.gle/3HGoFbV
– Philip’s demo showing how to use Code Sandbox MCP with Gemini CLI β†’ http://goo.gle/4n8qL3r
– Gemini CLI Documentation β†’ http://goo.gle/3JxDRZq
– Gemini CLI custom slash commands β†’ http://goo.gle/4685TmV

#AIAgents #Gemini #DeepMind

Subscribe to Google Cloud Tech β†’ https://goo.gle/GoogleCloudTech

Speaker: Ivan Nardini Phil Schmid Shir Meir Lador
Products Mentioned: Gemini, Langraph, Gemma, Gemini CLI

Date: August 27, 2025