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

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

Author: Thomas M. Cagley Jr June 3, 2024 Duration: 43:00
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.

Hosted by Thomas M. Cagley Jr., Software Process and Measurement Cast is a thoughtful look at how IT teams actually work and improve. This isn't about abstract theory; it's a grounded conversation on the real-world mechanics of building better software, from the initial code commit to the final deployment. Each episode digs into the practicalities of process improvement and the meaningful use of measurement, tackling the specific hurdles that technology groups face as they scale and adapt. You'll hear discussions that get into the weeds of managing projects, evolving team structures, and implementing changes that stick. The Software Process and Measurement Cast serves as a reliable resource for anyone involved in the lifecycle of software development, from engineers and project managers to leaders steering their organizations through growth. Tune in for a candid exploration of the systems and metrics that shape successful IT outcomes, delivered with a focus on actionable insights rather than fleeting trends. This podcast provides a steady, informed perspective on the ongoing journey of organizational evolution in the tech space.
Author: Language: English Episodes: 100

Software Process and Measurement Cast
Podcast Episodes
☠️Constraints and Friction Are Our Friends, SPaMCAST 876 [not-audio_url] [/not-audio_url]

Duration: 41:13
The Theory Of Constraints: A Real-World Tool Constraints and friction generate interest in process improvement. Why this matters: The lack of friction leads to overuse which is the tragedy of the commons. Our panel flows…
☠️No Dead Careers Here, SPaMCAST 875 [not-audio_url] [/not-audio_url]

Duration: 33:05
Impressions are NOT facts - No Matter What Your Gut Tells You! Stoic philosophy holds that impressions are not facts and must be tested. Why this matters: It is very easy to jump to conclusions. In some cases, this is ha…
🚣Flow, Flow and More Flow,  A Panel Discussion, SPaMCAST 873 [not-audio_url] [/not-audio_url]

Duration: 29:15
Dry riverbeds or flash floods - flow matters! Why it matters: Understanding how value is created and moves through an organization is critical. The problem is that the concept is complicated. Freddie Clark stated, "measu…
Nerd Joy,  A Panel Discussion, SPaMCAST 872 [not-audio_url] [/not-audio_url]

Duration: 36:54
The work has to get done, be miserable, or find JOY in it – it's your choice. Why it matters: It is hard to motivate yourself and your team if you do not find joy in the work you do day in and day out. Our panel finds a…
When Management Won't Buy In,  A Panel Discussion, SPaMCAST 871 [not-audio_url] [/not-audio_url]

Duration: 36:50
Pushing cooked spaghetti uphill…is exhausting. Why it matters: It is hard to make change happen if leaders provide lip service to the cause. It is impossible if they actively oppose change. So what are you going to do? P…
Habits Stink,  A Panel Discussion, SPaMCAST 870 [not-audio_url] [/not-audio_url]

Duration: 38:50
Habits, doing work without thinking, are the death of process improvement. Why it matters: When your brain goes on autopilot, it is easy to miss subtle changes and problems in product flow. Is it ever ok to stop thinking…
AI - The Death Of Specialization? A Panel Discussion, SPaMCAST 869 [not-audio_url] [/not-audio_url]

Duration: 31:02
And we are back! The SPaMCAST 869 features a conversation on whether AI means the death of the specialist. Why it matters: AI tools and agents are becoming a core feature in the workplace of nearly all forward-facing org…
AI - The Death Of Specialization? A Panel Discussion, SPaMCAST 869 [not-audio_url] [/not-audio_url]

Duration: 31:02
And we are back! The SPaMCAST 869 features a conversation on whether AI means the death of the specialist. Why it matters: AI tools and agents are becoming a core feature in the workplace of nearly all forward-facing org…