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Professionalize ML and AI, A Conversation With Brad Micklea, SPaMCAST 812

Software Process and Measurement Cast

Release Date: 06/02/2024

Industrialization of AI, A Conversation With Barzan Mosafari, SPaMCAST 849 show art Industrialization of AI, A Conversation With Barzan Mosafari, SPaMCAST 849

Software Process and Measurement Cast

SPaMCAST 849 features our interview with . Mr Mosaari is the co-founder and CEO of . We talked about the industrialization of AI and using AI to deliver value now that it is more than chatbots. If you have looked at your bills as you develop and run AI’s in your business, you will want to spend a few minutes listening to this conversation. Barzan Mozafari is the co-founder and CEO of , Associate Professor at the University of Michigan, and a for his award-winning research at the intersection of ML and database systems across the Univ. of Michigan, MIT, and UCLA. A sought-after expert...

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Only Outcomes Matter…Not, Manipulation and Persuasion, Essays and Conversations with Jon M Quigley, SPaMCAST 848 show art Only Outcomes Matter…Not, Manipulation and Persuasion, Essays and Conversations with Jon M Quigley, SPaMCAST 848

Software Process and Measurement Cast

I've often heard the argument that only outcomes matter, from bosses and colleagues to pundits, and more recently, even from coaches and change agents. This consequentialist view—that the ends justify the means ultimately harms individuals, organizations, and their stakeholders. In SPaMCAST 848 we discuss why the consequentialist argument that only the outcome matters is flawed for several reasons. We also have a visit from  who brings his wonderful Alpha and Omega of Product Development column to the podcast. In this episode Jon and I discuss a topic aligned with consequentialism, the...

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Shift: From Product To People, A Conversation with Oliver-Krueger and Dougherty, SPaMCAST 847 show art Shift: From Product To People, A Conversation with Oliver-Krueger and Dougherty, SPaMCAST 847

Software Process and Measurement Cast

SPaMCAST 847 features a wide-ranging discussion with Pete Oliver-Krueger and Michael Dougherty. We discuss their new book, Shift: From Product To People. Shift is a business novel of organizational change. You will find this an important view into change and transformation. We also hit science fiction and psychology. I even dissed George RR Martin. Two notes.  This is the last cast of year 18.  We begin year 19 next week.  Also a quick content warning – there is laughter in this podcast. If you don’t like listening to people have fun while they discuss a serious topic listen...

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Efficiency and Productivity, Manipulation and Persuasion, Essays and Conversations With Jeremy Berriault,  SPaMCAST 846 show art Efficiency and Productivity, Manipulation and Persuasion, Essays and Conversations With Jeremy Berriault, SPaMCAST 846

Software Process and Measurement Cast

SPaMCAST 846 features a discussion based on Seth Godin’s , Seth stated. “Busy is a morally superior distraction. Busy gets us off the hook. Busy is a great place to hide.” The comment greatly impacted me because I had a conversation in which someone had equated being busy to value and productivity. Efficiency is vital. It is however only a tool for improving productivity and value – not the ultimate goal.  We will also have a visit from , the Evolutionary Agilist. Mr. Berriault and I discuss the distinction between manipulation and persuasion.  Mastering Work Intake...

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AI, Co-owned AI, Multi-agent Systems, A Conversation With David Minarsch SPaMCAST 845 show art AI, Co-owned AI, Multi-agent Systems, A Conversation With David Minarsch SPaMCAST 845

Software Process and Measurement Cast

The SPaMCAST 845 features our interview with David Minarsch. We discuss AI, co-owned AI,  multi-agent systems in complex environments, and governance. These are singularly the most important technical topics for the new year. If you are in the “business” you need to listen carefully to David’s perspective on agents.     DAVID MINARSCH is a distinguished expert in the fields of Applied Game Theory and Multi-Agent Systems, holding a Ph.D. from the University of Cambridge. His groundbreaking work includes the creation of the first multi-agent system framework with native...

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Software Process and Measurement Cast Panel Discussion 2024, SPaMCAST 844 show art Software Process and Measurement Cast Panel Discussion 2024, SPaMCAST 844

Software Process and Measurement Cast

Another year has flown by, 2025 is near.  The SPaMCAST 844 features our year-end panel discussion. This year  , , , and I discuss AI, Agile, mixing methods and try to forecast what comes next. This episode is a cornucopia of opinions and frivolity. Websites: Jeremy Berriault: https://berriaultandassociates.com/ Susan Parente: http://www.s3-tec.com/ Jon M Quigley: https://valuetransform.com/ Jeremy Willets: https://www.jeremywillets.com/   Master Work Intake! It has been nearly a year since JRoss Publishing published Mastering Work Intake. Jeremy Willets and I believe our book...

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Mastering Work Intake Year 1, Reflections and Plans with Jeremy Willets, SPaMCAST 843 show art Mastering Work Intake Year 1, Reflections and Plans with Jeremy Willets, SPaMCAST 843

Software Process and Measurement Cast

Jeremy Willets and I have had a blast sharing the ideas in Mastering Work Intake (JRoss Publishing). This week Jeremy and I sat down to discuss the year in review and plans for 2025. One of the important things we have demonstrated is the link between the work teams and organizations put on their plate and what gets delivered. The relationship is not linear and gets ugly when you cross the tipping point. There is a path to avoid that pain! Master Work Intake! It has been nearly a year since JRoss Publishing published Mastering Work Intake. Jeremy Willets and I believe our book and workshops...

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Symptoms Are Not The Root Cause Of Pain, New Team Mates, Essays and Conversation with Susan Parente, SPaMCAST 842 show art Symptoms Are Not The Root Cause Of Pain, New Team Mates, Essays and Conversation with Susan Parente, SPaMCAST 842

Software Process and Measurement Cast

In January of 2024, JRoss Publishing brought Mastering Work Intake by and I to the world. The activities supporting the book have been a blast! One of the common problems we have observed as we have spread the message is that often those with the biggest work intake problem get mesmerized by the symptoms and fail to see the root cause of the problem. When this happens the symptom becomes the root cause causing people and organizations to spend significant amounts of time and money fixing the wrong problem. To borrow a line from Manfred Mann, they are “.” We will discuss this topic in a...

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Open Source, Learning, Careers, and Leadership with Gorkem Ercan, SPaMCAST 841 show art Open Source, Learning, Careers, and Leadership with Gorkem Ercan, SPaMCAST 841

Software Process and Measurement Cast

We are back from our adventure and our trips down memory lane (at least for a while). Today we feature our interview with Gorkem Ercan. We discussed open source, leadership, and learning. FYI – this podcast has a ton of great advice for anyone pursuing a career in software development! Gorkem Ercan is a founding Distinguished Engineer and CTO of Jozu. Gorkem has experience working and leading teams with various technologies ranging from building IDEs, to building mobile phones, and CI/CD systems. He is an avid contributor and supporter of open source. Gorkem is the creator of the wildly...

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Revisiting Paul Gibbons and Impact, SPaMCAST 840 show art Revisiting Paul Gibbons and Impact, SPaMCAST 840

Software Process and Measurement Cast

The Software Process and Measurement Cast Crew are off for an adventure. We will be back on December 8th with new content. In the interim, we share four gems from our back catalog of over 800 interviews, essays, and conversations. You can check out the entire catalog at . Our final trip down memory lane with Paul Gibbons. This week we step back to SPaMCAST 582 from January 2020. In this episode, Paul and I discussed his new book I. The interview started by exploring the high-level factors that influence change and then spun down into areas such as the future of work, biases, and...

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In this week’s SPaMCAST we speak with Brad Micklea, Founder & CEO of Jozu. We talk about the professionalization of AI and Machine Learning, the topic of Machine Learning Operations (MLOps), and why agile is integral to getting work done. 

Brad is the Founder & CEO of Jozu and a project lead for the open-source Kitops.ml project, a toolset designed to increase the speed and safety of building, testing, and managing AI/ML models in production. This is Brad’s second startup, his first (Codenvy, the market’s first container-based developer environment) was sold to Red Hat in 2017. In his 25-year career in the developer tools and DevOps software market, he’s been the GM for Amazon’s API Gateway, and built open- and closed-source products that have been leaders in Gartner Magic Quadrants. He enjoys cycling, reading, and vintage cars in his free time.

Websites:

Kitops: https://kitops.ml/

Jozu: https://jozu.com/

LinkedIn: linkedin.com/in/bradmicklea

X: @BradMicklea

Learn To Tame Your Work Intake Beast!

Jeremy Willets and I are running two Mastering Work Intake cohorts over the next three months. Learn to solve IT’s dirtiest secret — work intake. Stop ignoring it. Start fixing it.

May 31—June 28, 2024 (Closed)

July 12—26, 2024

Want to read the book first? Keyan Reid Stated in their review of Mastering Work Intake:

“What first struck me, was the immediate tie to the human equation. 

 Purchase a copy of the book from:

JRoss Publishing: https://bit.ly/474ul6G 

Amazon: https://bit.ly/3NWOKn0 

 

Re-read Saturday News

We consider consciousness this week in our re-read of Mihaly Csikszentmihalyi’s Flow. Consciousness is a process of interpreting and processing thoughts and feelings.

Buy a copy and read along - https://amzn.to/4b5kPmb 

Week 1: Preface and Logistics - https://bit.ly/3WLjFHU 

Week 2: Happiness - https://bit.ly/4dUSpNg 

Week 3: Consciousness - https://bit.ly/4bEu3pN 

Next SPaMCAST 

We return to the topics of accountability and responsibility. Hierarchies generate a tangled web of overlapping relationships that can obscure who has the ball. This type of scenario might be good in sports but in business, not so much. 

We will also have a visit from Jeremy Berriault, The Evolutionary Agilist.