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
SPaMCAST Grand Finale [not-audio_url] [/not-audio_url]

Duration: 25:31
Welcome to the Software Process and Measurement Cast's final podcast. Today we have a treat, a radio play titled, Navigating the Silos or Playing a Game with House Rules written by David Herron and me. Over the years, Mr…
👫Living With The Manifesto, A Panel Discussion, SPaMCAST 883 [not-audio_url] [/not-audio_url]

Duration: 39:49
Does the Agile Manifesto still guide us? The Manifesto has been an integral part of our professional lives. Organizations and teams seem to be tired of values and principles. Is the Manifesto still relevant? Our panel to…
2025 Annual Panel, It's Like Dodgeball, SPaMCAST 882 [not-audio_url] [/not-audio_url]

Duration: 1:01:02
Another trip around the sun! This year's topics are drawn from a talk by Neil Postman: "All technological change is a trade-off. Technology giveth and technology taketh away." - Do we control the risk? "There is a common…
Advice For You 25-Year-Old Self [not-audio_url] [/not-audio_url]

Duration: 35:22
What would you tell your 25-year-old self? It is the time of year for celebration and introspection. Why? If not now, then when? Our panel today features: Daniel Doiron - https://www.linkedin.com/in/danieldoiron/ Jeremy…
Jetsons and Pinocchio - Work Life Balance, SPaMCAST 877 [not-audio_url] [/not-audio_url]

Duration: 39:13
Many firms are bringing everyone back to the office and demanding longer hours. They are conflating effort and productivity. Why this matters: Increasing productivity is NECESSARY for profitability and growth. Our panel…
☠️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…