The Prompt Engineer's Journey from PhD to YouTuber & Creator of Local GPT

"Surprised You Haven't Been Hacked" (The Truth About OpenClaw) - Eden Marco

Is "Vibe Coding" making us lazy? Are tools like OpenClaw a security nightmare waiting to happen? In this episode, I sit down with Eden Marco (AI Customer Engineer at Google Cloud) to discuss the massive rise of autonomous AI agents and the hidden risks that 90% of developers are ignoring. We break down the viral rise of OpenClaw, why giving an LLM "God Mode" access to your terminal is a recipe for disaster, and the reality of the 2026 job market for software engineers. If you are building with LangChain, Cursor, Claude Code, or Gemini, this is the security reality check you need. 🚀 IN THIS EPISODE, WE COVER: * Why OpenClaw went viral overnight (and why it scares security experts). * The dangers of "Vibe Coding" and why Junior Devs are at risk. * How to actually secure an AI Agent (Sandboxing, permissions, and oversight). * The evolution from LangChain to modern Agent Harnesses. * Eden’s 2026 prediction: The year of the "Agent Harness." 🔗 RESOURCES & TOOLS MENTIONED: * OpenClaw (formerly ClawdBot): https://github.com/openclaw/openclaw [https://github.com/openclaw/openclaw] * Claude Code (Anthropic): https://code.claude.com/docs/en/overview [https://code.claude.com/docs/en/overview] * LangChain: https://langchain.com/ [https://langchain.com/] * Pydantic Logfire: https://pydantic.dev/logfire [https://pydantic.dev/logfire] * Gemini CLI: https://geminicli.com/ [https://geminicli.com/] * Wiz Research (Cloud Security): https://www.wiz.io/ [https://www.wiz.io/] * Orca Security: https://orca.security/ [https://orca.security/] 👨‍💻 GUEST: * LinkedIn: https://www.linkedin.com/in/eden-marco/ [https://www.linkedin.com/in/eden-marco/] * X (Twitter): https://x.com/EdenEmarco177 [https://x.com/EdenEmarco177] * GitHub: https://github.com/emarco177 [https://github.com/emarco177] 👨‍💻 HOST: * Website: https://whoinvitedabe.com [https://whoinvitedabe.com] * LinkedIn: https://linkedin.com/in/goabego [https://linkedin.com/in/goabego] * X (Twitter): https://x.com/WhoInvitedAbe [https://x.com/WhoInvitedAbe] 🎙️ TIMESTAMPS:0:00 The Rise of OpenClaw and Its Implications02:22 Security Concerns with OpenClaw05:34 Comparing OpenClaw and LangChain14:45 The Path to Maturity for OpenClaw20:11 Learning to Secure AI Applications24:34 Reflections on the Evolution of AI Applications30:05 Understanding Abstractions in AI Systems32:46 The Importance of Learning the Fundamentals35:01 Vibe Coding: Balancing Speed and Understanding37:26 The Role of Testing in AI Development39:32 The Future of AI Code Quality41:49 Impact of AI on Open Source Communities44:32 Adapting Open Source for AI Agents48:18 Predictions for AI Development by 202651:36 What excites you for 2026 #AI #OpenClaw #VibeCoding #GoogleCloud #SoftwareEngineering #CyberSecurity #LLM #LangChain #Google #Gemini #ClaudeCode #TechPodcast

The Nvidia Intern Who Won 9 Hackathons in a Row

Dylan Vidal won 9 hackathons in a row and landed a dream internship at Nvidia while growing Knight Hacks at University of Central Florida. Here is the exact learning framework Dylan used to bridge the gap between a CS degree and Big Tech reality. In this episode, we sit down with Dylan, a Junior at UCF and President of KnightHacks. We discuss his journey from "anti-social" student to community leader, the reality of interning at Nvidia (including meeting Jensen Huang), and why most students are using AI completely wrong (in the classroom and in hackathons). Dylan breaks down his unique "Tutorial Project" learning method and explains why you need "less trust and more oversight" when coding with LLMs. What You'll Learn: * The "Tutorial Project" Method: How to use AI to build original software, not just copy-paste code. * The Nvidia Experience: Inside the culture, the "green team food," and meeting the CEO. * Hackathon Strategy: How to go 9-for-9 in competitions by focusing on "Vibes" over perfect code. * Overcoming Imposter Syndrome: Why feeling like a fraud is actually a sign you're in the right room. * CS degree, still worth it?: Learn how Dylan maximizes his learning and time at UCF * Community building is critical: Education is better, faster, and simply more fun when learning with a community Timestamps:00:00 [https://www.youtube.com/watch?v=DeKNolBKEkc] Introduction and Background01:48 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=108s] Only 3 Months of a "real" high school experience04:46 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=286s] The Rise of AI in Education05:31 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=331s] AI skepticism07:13 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=433s] Navigating AI Policies in Academia10:10 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=610s] Realizing the Utility of AI Tools13:10 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=790s] Learning Through Building Projects14:41 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=881s] Make your own tutorial vs follow the tutorial15:48 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=948s] The Importance of Passion in Learning19:45 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=1185s] Experiences at NVIDIA and Meeting Jensen Huang19:55 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=1195s] Overcoming Imposter Syndrome23:19 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=1399s] Diving into Kubernetes26:04 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=1564s] The Role of Knight Hacks31:30 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=1890s] Journey into Tech36:02 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=2162s] Navigating Imposter Syndrome in Tech40:11 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=2411s] The Vibrant Tech Community in Florida46:06 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=2766s] Dangers of ChatGPT being your educational crutch48:11 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=2891s] Future Aspirations and Career Paths53:59 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=3239s] Is a CS Degree worth it?56:58 [https://www.youtube.com/watch?v=DeKNolBKEkc&t=3418s] The importance of community buildingLinks:MLH: https://mlh.io/ [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbGVBZ2JKekE5SlE1NEdTR2Q4dnhzMVVIRVkxQXxBQ3Jtc0tsWHdsNkpZQTY2aVY4VVZPMHBDdVhKajZRZV9aekF5blJjRnIteGYwdmRXSVBBSmIzQnFkMnhvaHJhU3pnRS1OU0F4QVlYUmFySGFaczFpaXRmaHFDS0lwYmhXTFFKdkQ0Xzg2MFQxYmUzal92YzMzVQ&q=https%3A%2F%2Fmlh.io%2F&v=DeKNolBKEkc]Knight Hacks Club: https://club.knighthacks.org/ [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbnZMaHV3LXlmSUVsWk9lZ2Z3UEg4SWZnbXJDUXxBQ3Jtc0traEtaV0dKeXg0LWJMRTlyUldvS3MtaHpZZWRmaV9rUHc2NldzZUlFTGxxOXlVR1haVlpOTDFuSExuY3ZGVFdVM0xJZWNCY2dNeWdHdG9QSDVZN0JyZnhQdWUzd2c5REJLOUlMY2NabGVrVzZNLWZMSQ&q=https%3A%2F%2Fclub.knighthacks.org%2F&v=DeKNolBKEkc]Shellhacks: https://shellhacks.net/ [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbFZCM1NUVlRwaElITGU5ekhIc0lTUU5obnZ2Z3xBQ3Jtc0trcDRjVjZCRUJFMm5GOWpyTDV0SFN0bmtoSldVVjZVU0tyTGZiX05kRjZuTjNhYmdjNGdnZEJTb0V4aFhZNFJiV1BUUldyOWw4aEV0ZzJxUmltZVhOOEVtU3d3UFVjalZXeC0wWkZiUG5yc1JjWHVScw&q=https%3A%2F%2Fshellhacks.net%2F&v=DeKNolBKEkc]Josh Tried Coding:    / @joshtriedcoding   [https://www.youtube.com/channel/UCvGwM5woTl13I-qThI4YMCg] ‪@joshtriedcoding‬ [https://www.youtube.com/@joshtriedcoding] Google Cloud AI Agent Bake Off eps1:    • The AI Agent Challenge: Who Built the Best...   [https://www.youtube.com/watch?v=UPFk3_FUKtI]Connect w/ us: Dylan Vidal Linkedin:   / dylanvidal1205   [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbS1XM290MFlqZWNBdndfdGxwZHBhSF83R1gtZ3xBQ3Jtc0ttM21kcGczd2NOb1Q0dFI3bWlxZ0xfUUpfb0dmU0RpSEhBdE5WNmtlOVpEdFByRmFSamc1T1ZYNGlYZklGMzBSNzBFSHZBblRteXhYV29ybUhGMjZHS0s3M1g3Zi1ETFIxcFNSTWViWi0wVHExSFh2aw&q=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fdylanvidal1205%2F&v=DeKNolBKEkc]Dylan Website: https://www.dvidal.dev/ [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbEpXQVlFbEZIS0RnSG1kVXBIOUN0RXhiTVlPZ3xBQ3Jtc0traEtaWV8wMTZrYXNoZ0dfa19zTXJZdHhVWXdzQ3p5Y3VYWkREY0pscEJ5WUdLSlRSSmpWNXlQbVpZcTBMVmhMUnVRdGgxcDV0bEI3SXNBbmhtZ1ozYVRBY1JuWUtDdXU2SHRFclZDWXY4VVZQWjVtdw&q=https%3A%2F%2Fwww.dvidal.dev%2F&v=DeKNolBKEkc]Podcast: WhoInvitedAbe.comAbe Twitter: x.com/whoinvitedabeAbe LinkedIn:   / goabego   [https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbllSTmVabHQyTVlYVGIwQUliMlhrSVFVUnJ1Z3xBQ3Jtc0tsN2tabDNMbkh2cWQtREZoajJFZDJZcTFVNHdaejNtZ0VyWW4wT09RZE53X2JWdVNkcEhKUjZNanhzVUlxWmRvRzNMMTBZWmpkRFU0RjdKYjBPSkYwVGdOTUxDdUZQTmpmS3hLUFo0MzJBa094OTloUQ&q=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fgoabego%2F&v=DeKNolBKEkc]Keywords: #nvidia [https://www.youtube.com/hashtag/nvidia] #jensen [https://www.youtube.com/hashtag/jensen] #hackathon [https://www.youtube.com/hashtag/hackathon] #knighthacks [https://www.youtube.com/hashtag/knighthacks] #impostersyndrome [https://www.youtube.com/hashtag/impostersyndrome] #earlycareer [https://www.youtube.com/hashtag/earlycareer] #whoinvitedabe [https://www.youtube.com/hashtag/whoinvitedabe] #techpodcast [https://www.youtube.com/hashtag/techpodcast] #tech [https://www.youtube.com/hashtag/tech] #startups [https://www.youtube.com/hashtag/startups] #AI [https://www.youtube.com/hashtag/ai] #GenAI [https://www.youtube.com/hashtag/genai]

From Gold Mining to launching Element Agents (No CS Degree Required) | Vlad de Ziegler

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

The Prompt Engineer's Journey from PhD to YouTuber & Creator of Local GPT

Muhammed Farooq, an electrical engineering PhD, discusses his transition to machine learning, his experience in research and industry, the creation and growth of his YouTube channel, the evolution of generative AI, and the reality of AGI and framework evaluation. The conversation covers the birth and development of Local GPT, the transition to CLI-based tools, the concept of vibe coding, involvement in the AI Agent Bake Off, and the creation of Wright, a local dictation system. Conversation on January 9, 2025. Takeaways - Building a personal brand through platforms like YouTube can open doors. - Privacy is a significant concern for users of AI tools. - The importance of user experience in AI tools cannot be overstated. - Frameworks in AI development are evolving rapidly and should be evaluated carefully. - The role of prompt engineering is becoming increasingly important in AI applications. Links & Resources Local GPT→ https://github.com/PromtEngineer/localGPT [https://github.com/PromtEngineer/localGPT] Whryte → https://whryte.com/ [https://whryte.com/] Engineer Prompt YouTube Channel →  @engineerprompt  [https://studio.youtube.com/channel/UCDq7SjbgRKty5TgGafW8Clg] Google Cloud's AI Agent Bake Off → http://goo.gle/ai-agent-bake-off [http://goo.gle/ai-agent-bake-off] Stay in Touch 🔔 Twitter/x: @whoinvitedabe TikTok: @whoinvitedabe LinkedIn: linkedin.com/in/goabego [http://linkedin.com/in/goabego] YouTube:  @WhoInvitedAbe  [https://studio.youtube.com/channel/UCmKkCflGuoPcZjSifY8Qwcw] Personal Site: goabego.com [http://goabego.com]