Navigating AI - Making Sense of Agents and When To Use Them with Hugo Bowne-Anderson

Navigating AI - Making Sense of Agents and When To Use Them with Hugo Bowne-Anderson

In this conversation, Dave Prior and Hugo Bowne-Anderson discuss the evolving landscape of AI and data science, focusing on the role of AI agents in solving business problems. Hugo shares insights on how to effectively implement AI solutions, the importance of understanding the underlying data, and the need for continuous improvement in AI systems. They also touch on the skills necessary for navigating the AI landscape, the value of collaboration between technical and non-technical teams, and the importance of assessing the value of AI projects. Hugo concludes by offering a course on building AI applications, emphasizing the iterative nature of AI development. Takeaways - Hugo emphasizes the importance of data in AI applications. - AI agents can automate tasks but require human oversight. - Understanding the problem is crucial before implementing AI solutions. - Prompt engineering remains a valuable skill alongside learning about agents. - Consultants should educate clients on practical AI applications. - AI systems should be built incrementally and iteratively. - Value assessment in AI projects should focus on efficiency and cost savings. - Continuous improvement is essential for AI systems to remain effective. - Experimentation with AI tools can lead to innovative solutions. - Collaboration between technical and non-technical teams is vital for successful AI implementation. Chapters 00:00 Introduction to Data and AI Literacy 06:14 Understanding AI Agents vs. LLMs 09:18 The Role of Agents in Business Solutions 12:21 Navigating the Future of AI and Agents 15:24 Consulting and Client Education in AI 18:37 Building Incremental AI Solutions 21:29 The Future of AI Coding and Debugging 24:32 Prototyping with AI: Challenges and Solutions 25:32 Leveraging AI for User Insights and Competitive Analysis 27:29 Understanding Value in AI Development 32:05 The Role of Product Managers in AI Integration 33:00 AI as an Instrument: The Human Element 35:33 Getting Started with AI: Practical Steps for Teams 38:51 Building AI Applications: Course Overview and Insights Links from the Podcast: Stop Building AI Agents - Here’s what you should build instead (Article) https://www.decodingai.com/p/stop-building-ai-agents Anthropic https://www.anthropic.com/engineering/multi-agent-research-system The Colgate Study https://www.pymc-labs.com/blog-posts/AI-based-Customer-Research Hugo’s Course (Starts November 3, 2025) Building AI Applications for Data Scientists and Software Engineers (with a 25% discount) https://maven.com/hugo-stefan/building-ai-apps-ds-and-swe-from-first-principles?promoCode=drunkenpm (You can use the discount code drunkenpm to get 25% off) How To Be A Podcast Guest with Jay Hrcsko https://youtu.be/vkNbgwcolIM Contacting Hugo LinkedIn https://www.linkedin.com/in/hugo-bowne-anderson-045939a5/ Substack https://hugobowne.substack.com/ Contacting Dave Linktree: https://linktr.ee/mrsungo Dave’s Classes: https://www.eventbrite.com/cc/dave-prior-classes-4758623

Avsnitt(265)

(Re)Start Your Team Using Modus REE with Erich Hahn

(Re)Start Your Team Using Modus REE with Erich Hahn

There is a massive difference between being a group of people who work together and being a high-performing team. It doesn’t matter if you are working in an agile organization or one that is more traditional, a group of people who share an understanding of how they work, why they work, and how they can show up and support one another every day are going to achieve greater things than those who lack that understanding. If this is something your team is struggling to develop, this podcast will provide a case study of how you and the people you work with can begin to develop the type of connection they need to rise and thrive together. In this podcast, Erich Hahn joins me to talk through the experience he and his team had in working through the Modus Right Environment Exercises (REE). Erich and have both been through the Modus Institute’s Lean Agile Visual Management program where we went through Modus Right Environment Exercises with teams and saw firsthand how they transform the way people form as a team. Whether you are starting up with a new team, or are working on one that has become a bit stuck, these tools will deeply impact how you engage with one another. One note, before you watch or listen to the podcast, the names of these tools will be familiar, but they are not the same ones you’ve used in the past. As you’ll see in the interview, Modus Institute uses these tools in a unique way that provides layers of insight that you would not gain otherwise. This podcast was originally recorded in video. You can find the video version here: https://youtu.be/Pp7BXnjZMh0 To Learn More About Modus Right Environment Exercises and Lean Agile Visual Management: Modus Institute: https://www.modusinstitute.com The Collaboration Equation: https://www.collaboration-equation.com Free Modus Public Forum: https://bit.ly/3JfzgbL If you’d like to contact Erich with follow-up questions: LinkedIn: https://bit.ly/3ybPgFp Email: erichch@comcast.net

6 Mars 202342min

Artificial Intelligence and Project Management with Ricardo Vargas

Artificial Intelligence and Project Management with Ricardo Vargas

PMI Fellow Ricardo Vargas joins me in this episode of the podcast to talk about Artificial Intelligence, Chat GPT, and the Future of Project Management. During our conversation, I got the chance to dig deeper into some of the ideas raised in his recent HBR article "How AI Will Transform Project Management." Whether you are working in a traditional organization or one that has adopted agile, the work of managing work is going to go through some pretty intense changes in the coming years. This interview is guaranteed to give you ideas about how to prepare yourself for the future of project management. If you'd prefer to watch a video version of this interview you can find it here: https://www.projectmanagement.com/blog-post/74024/artificial-intelligence-and-project-management-with-ricardo-vargas You can find the HBR article "How AI Will Transform Project Management" here: https://hbr.org/2023/02/how-ai-will-transform-project-management Contacting Ricardo Web: https://ricardo-vargas.com LinkedIn: https://www.linkedin.com/in/ricardovargas/ YouTube: https://www.youtube.com/rvvargas Twitter: https://twitter.com/rvvargas Email: ricardo@ricardo-vargas.com

23 Feb 202326min

Sprint Goals and Sprint Planning with Chris Li

Sprint Goals and Sprint Planning with Chris Li

In this episode, my good friend Chris Li joins me for a conversation about Sprint Goals. While Chris and I are aligned on the importance of having a Sprint Goal, we approach the creation of it in different ways. During this conversation, you’ll get a detailed breakdown of how each of us shows up for the Sprint Goal conversation, when, and how it happens. If you would prefer to check out a video version of this interview it can be found here: https://youtu.be/UxZypEeuFww Contacting Chris Web: www.sparkplugagility.com/ Twitter: twitter.com/realchrisli LinkedIn: www.linkedin.com/in/realchrisli/ Email: chris@sparkplugagility.com And if you have any feedback for me on the podcast, or are interested in signing up for one of my CSM or CSPO classes: https://linktr.ee/mrsungo

13 Feb 202334min

Lead Without Blame with Tricia Broderick

Lead Without Blame with Tricia Broderick

In “Lead Without Blame: Building Resilient Learning Teams” Diana Larsen and Tricia Broderick present tools, techniques, and strategies you can employ to transform the way you approach leading teams. Throughout the book, they present case studies and examples from their own experiences that showcase the impact you can have by fostering a psychologically safe environment that supports collaborative learning, autonomy, and purpose. In this episode of the podcast, Tricia Broderick joins me to talk about the book, why she and Diana chose to write it, and how this approach can help your high-performing team take the next step towards becoming a resilient collaborative learning team. This interview was originally recorded in video. You can find that version here: bit.ly/3GwO2rg You can find Lead Without Blame here: bit.ly/3wOCdJ7 If you’d like to contact Tricia: Web: https://igniteii.com LinkedIn: linkedin.com/in/tricia-broderick Email: tricia.broderick@gmail.com

2 Feb 202352min

In Defense of Frederick Taylor w Christine Li

In Defense of Frederick Taylor w Christine Li

In this episode, I am joined by a very special guest, Christine Li, for a conversation I have been waiting to record for quite a while now. Backstory I am closing in on 30 years of work in Project Management and for most of that time, I, like many of you, have been talking smack about Frederick Taylor. My opinions were based on the things I learned from others along the way and were (obviously) deeply informed by moving from traditional PM over to Agile. As far as I was concerned, this guy was the birth of work misery. But over the past few years, I’ve started to develop this weird compulsion to stick up for the good bits that came out of his work. I mean, literally, no one working in project management or agile would have a job without this guy. You can also make an argument that without him the United States never would have made it through WWII. Even though I was willing to have Taylor’s back in an argument, there was one thing missing… I had never actually read his work. CUE ALL THE PM SHAME! So I did. I read The Principles of Scientific Management. And, to my shock, not only was it easy to read, but it was fun to read how this guy figured out the things he figured out. Yes, there are a few critical issues with his approach (and they are big issues), but there is a TON of good stuff in there that we all ignore because he’s such an easy target. (And I really want to go back in time and get hired as SPEED BOSS) After reading it, I was at a lunch and happened to mention my newfound Taylor Fanboy-ness and Christine Li showed up like Yoda, deep with the PM history geek. She took me to school and that is where this conversation starts. My hope is that even if you think Frederick Taylor is the Sauron of Project Management, you’ll give this a listen. Maybe it will challenge your understanding of him and his work. Maybe it will (I hope) entice you to read his work. And even if you’ve read his work and can see the good in it, the things Christine shares will level up your understanding as well. I am very grateful to her for making time for this. It was a really fun conversation. For Further Reading The Principles of Scientific Management by Frederick Taylor bit.ly/3H8XtPG Scientific Management; a History and Criticism by Horace Drury https://bit.ly/3QFhEIr Contacting Christine Web: https://www.sparkplugagility.com Email: christine@sparkplugagility.com

18 Jan 202339min

Story Points Are Good AND Evil with Ryan Ripley

Story Points Are Good AND Evil with Ryan Ripley

A few weeks ago while I was teaching a CSM class, I got a Slack message from Ron Quartel pointing me to a tweet by Ryan Ripley. The tweet said “If you are sitting in a Scrum Training class and the trainer starts teaching Story Points, you should 1. Get up. 2. Demand Your Money Back, and 3. Walk out. You're wasting your time. Here is a link to the tweet: https://bit.ly/3XsfPAP I should mention I was just about to cover Story Points and I used Ryan's tweet in class as part of our conversation. As soon as I saw Ryan's tweet, I DM'd him asking if we could do a podcast about it. I did this because A) I have a lot of respect for Ryan and value his opinion, B) earlier in my career I spent about 4 years fighting against Story Points, C) I do teach them in class because I believe that (used properly) they can be incredibly valuable to a Scrum Team, and D) I love getting into debates on topics I feel strongly about with really smart people who might be able to change my mind So this podcast is Ryan and I talking through his reason for throwing shade on Story Points, my reasons for standing up for them, and the reasons I feel comfortable saying that we are aligned about why Story Points are good AND evil. This podcast was originally recorded in video. If you'd prefer that version you can find it here: https://youtu.be/-ja1oFv5Et0 Contacting Ryan: Web: https://AgileforHumans.com YouTube: https://www.youtube.com/@AgileforHumans Fixing Your Scrum by Ryan Ripley and Todd Miller: https://amzn.to/3Qyjs5S LinkedIn: https://www.linkedin.com/in/ryanripley/

12 Jan 202339min

Value Stream Management W Derek Huether

Value Stream Management W Derek Huether

Derek Huether is back for this episode and we’re focusing on Value Stream Management. Value Stream Mapping is about understanding all the steps from the inception of an idea to putting something valuable in a customer's hands, and using that information to optimize the flow of value through the system. But, within a business, you will have many value streams and we need to understand how best to coordinate those streams to optimize the overall value generated by the company across multiple value streams. If your brain is wired for traditional project management, you could think of this as creating a system that optimizes a portfolio management level view of all the value streams in the org. During the interview, Derek and I explore why Value Stream Management is so important, how it works, the connection to Value Stream Mapping, and how you can get started with it. This podcast was originally recorded as a video. You can find that version here: https://youtu.be/nxGvpnWgoIM Contacting Derek
 Web: www.derekhuether.com
LinkedIn: www.linkedin.com/in/derekhuether/
Twitter: twitter.com/derekhuether
Email: derek.huether@gmail.com Derek’s Amazon Page: https://bit.ly/3GPEQQQ

9 Jan 202335min

Improving Value Delivery In Your Organization w Gil Broza

Improving Value Delivery In Your Organization w Gil Broza

Gil Broza has been a guest on this podcast a number of times in the past. He’s the author of several books that focus on Agile, including The Human Side of Agile and Agile for Non-Software Teams. Gil is a teacher, lecturer, and the founder of 3PVantage. He also helps organizations transform to Agile, and he’s developed a new tool called Square that can be used to assess your value delivery so that you can make an intentional, well-informed choice about which improvements are the right ones to pursue. The tool is simple to use and you can perform an assessment in just a few minutes. During this interview, Gil explains why he created the tool, how it works, and how it can help you take a holistic look at how you handle Product Development so that you can make strategic choices about how and when to improve your ability to deliver value. If you’d like to learn more about Square: https://3pvantage.com/improve-your-value-delivery/ Contacting Gil Web: https://3pvantage.com Email: gil@3pvantage.com Twitter: https://twitter.com/gilbroza LinkedIn: http://linkedin.com/in/gilbroza

2 Jan 202342min

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