Professionalize ML and AI, A Conversation With Brad Micklea, SPaMCAST 812
Software Process and Measurement Cast
Release Date: 06/02/2024
Software Process and Measurement Cast
42, not 67, is still the answer. We begin the end of a 20-year run today. SPaMCAST 884 will mark the planned end of new interview content. There are several pieces of content that we still have to publish. Still to come: An audio play written by David Herron and me. The SPaMCAST players provided the voice talent! A review of several podcasts that changed my professional life. A retrospective. Anthony’s Bio Anthony coaches and trains Agile Leaders to help them understand Agile and Scrum and how to create an environment where people come first, productivity is high and...
info_outlineSoftware Process and Measurement Cast
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 today features: Daniel Doiron - Jeremy Willets - Jon M Quigley - Freddie Clark - - Me 🙂 - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team works on and when they work on it. ...
info_outlineSoftware Process and Measurement Cast
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 tendency to think of our technological creations as if they were God-given, as if they were a part of the natural order of things.” - WHY? What will 2026 bring? Our panel today features: Daniel Doiron - Jeremy Willets - Susan Parente - Freddie Clark - - Me 🙂 - Mastering Work Intake sponsors...
info_outlineSoftware Process and Measurement Cast
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 - Jeremy Willets - Jon M Quigley - Freddie Clark - Me 🙂 - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team works on and when they work on it. Overloaded teams deliver less value. Poor prioritization leads to delivering the wrong work. Chaotic...
info_outlineSoftware Process and Measurement Cast
Involving Others in Personal Change Can Cause Problems. Involving others when changing a team or organization is unassailable. The same isn’t true when changing yourself. Why this matters: Understanding boundaries and what you control is important for owning your own productivity. Our panel today features: Jeremy Berriault - Daniel Doiron - - Me 🙂 - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team...
info_outlineSoftware Process and Measurement Cast
Process Debt Swamps Platform Teams! Over-abstraction slows teams by INCREASING complexity. Why this matters: Profitability is HIGHLY related to productivity. Mark Fussell is the CEO of Diagrid, a cutting-edge company that simplifies building and scaling cloud-native applications. As the co-founder of Dapr (Distributed Application Runtime), Mark has played a pivotal role in shaping the future of modern application development by empowering developers to build resilient, distributed systems with ease. With decades of experience in the software industry, Mark has been a driving...
info_outlineSoftware Process and Measurement Cast
AI, the Future of Work, and Cybersecurity Are Intertwined! Why it matters: Business processes are being transformed, yielding opportunities and RISKS - leaders should be aware. Bio: Ephraim Ebstein is the CEO and Co-founder of FIT Solutions, LLC. Ephraim is not just another cybersecurity guy-he's a $30M entrepreneur who built two national companies from the ground up, and now helps business leaders turn tech headaches into growth engines. .IG: @kingspear @fitsolutionsllc Web Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing:...
info_outlineSoftware Process and Measurement Cast
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 flows with: Jeremy Berriault - Daniel Doiron - Jeremy Willets - - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team works on and when they work on it. Overloaded teams deliver less value. ...
info_outlineSoftware Process and Measurement Cast
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 with: Jeremy Berriault - Daniel Doiron - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team works on and when they work on it. Overloaded teams deliver less value. Poor prioritization leads to...
info_outlineSoftware Process and Measurement Cast
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 with: Jeremy Berriault - Daniel Doiron - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it matters: Work Intake controls what a team works on and when they work on it. Overloaded teams deliver less value. Poor prioritization leads to...
info_outlineIn 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)
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.