Who Invited Abe
From gold mining to AI mining—Vlad de Ziegler (@aiwithvlad) proves you don’t need a traditional software engineering background to build enterprise-grade AI agents. In this episode, we break down how Vlad went from a master's in finance to getting invited by Google Cloud to compete in their AI Agent Bake Off. We discuss why Lisbon is becoming a hidden gem for tech founders, how to choose the right AI framework (CrewAI vs. Google ADK vs. LangChain), and why you should focus on business problems first and technology second. If you are a non-technical founder or a dev looking to break into the Agentic AI space, this conversation is for you. 🚀 Key Takeaways * Location is Irrelevant: You don’t need to be in the SF "Tech Mecca" to win. Building a local community (like Vlad did in Lisbon) can lead to global opportunities. * The Framework Strategy: Don't chase every shiny new tool. Master one framework, then analyze the "deltas" (differences) of new ones to see if they actually solve a specific problem. * Demo Science: A demo isn't just code; it's multimodal storytelling. If you aren't impressed by the 10th run, your audience won't be either. * Scale over Hype: Don’t force AI into a problem. Work backward from the business need with scale in mind. A true solution handles errors and provides long-term value. ⏳ Timestamps 00:00 - Introduction: From Gold Mining to AI 02:12 - Why Vlad pivoted to AI Agents 04:26 - The Lisbon Tech Scene: Building Community outside SF 09:03 - How to learn AI (The YouTube Strategy) 17:36 - The Art of the AI Demo 28:12 - Framework Wars: CrewAI vs. Google ADK vs. LangChain 30:22 - How to evaluate new tech stacks 33:17 - The biggest mistake companies make with Automation 38:29 - Behind the scenes: Google Cloud AI Agent Bake Off 45:50 - Final thoughts & AGI 🔗 Links & Resources * Vlad’s YouTube Channel: https://www.youtube.com/@aiwithvlad [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.youtube.com%2F%40aiwithvlad] * Vlad’s Company: https://www.elementsagents.com/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.elementsagents.com%2F] * Andrej Karpathy’s Channel (Mentioned): https://www.youtube.com/@AndrejKarpathy [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.youtube.com%2F%40AndrejKarpathy] * Google Cloud’s AI Agent Bake Off (Ep 2): https://www.youtube.com/watch?v=0CQxF56MKWo [https://www.youtube.com/watch?v=0CQxF56MKWo] 🛠️ AI Frameworks Discussed * Google ADK: https://google.github.io/adk-docs/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fgoogle.github.io%2Fadk-docs%2F] * LangChain: https://www.langchain.com/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.langchain.com%2F] * CrewAI: https://www.crewai.com/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.crewai.com%2F] * LlamaIndex: https://www.llamaindex.ai/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.llamaindex.ai%2F] * Agno: https://www.agno.com/ [https://www.google.com/url?sa=E&q=https%3A%2F%2Fwww.agno.com%2F] 👋 Connect with us * Vlad: https://x.com/ziegler_de [https://www.google.com/url?sa=E&q=https%3A%2F%2Fx.com%2Fziegler_de] * Abraham: https://x.com/WhoInvitedAbe [https://www.google.com/url?sa=E&q=https%3A%2F%2Fx.com%2FWhoInvitedAbe] #AI #VibeCoding #SaaS #CrewAI #LangChain #ArtificialIntelligence #TechCareers #GoogleCloud
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