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
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:...
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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. ...
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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...
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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...
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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 harmless, while in others it leads to disaster. The question the panel faces is whether EVERY impression needs to be examined or is there a continuum. Our panel flows with: Jeremy Berriault - Jeremy Willets - Jon M Quigley - Daniel Doiron - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing...
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We only have control over ourselves! The dichotomy of control. Why it matters: We have direct control over our thoughts, judgments, and actions, but external events, other people's opinions, and the outcomes of our actions are not directly within our control. When discussing problem statements, Jeremy Berriault stated, “stick with STIC.” The alliteration was great! Our panel flows with: Jeremy Berriault - Jeremy Willets - - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means...
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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, “measuring flow is a two-dimensional measure of a three-dimensional problem.” Our panel flows with: Jeremy Berriault - Freddie Clark - https://www.linkedin.com/in/freddie-clark/ - Me - Mastering Work Intake sponsors SPaMCAST! Starting Everything Means Finishing Nothing One big thing: Poor work entry means delivering less. Why it...
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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 joyful path: Jeremy Berriault - Jon M Quigley - - 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...
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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? Panelists include: Jeremy Berriault - - Jon M Quigley - - 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...
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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? Panelists include: Jeremy Berriault - - 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_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.