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Rethink Your Understanding: AI-Driven Insights on Digital Transformation & Software Delivery
Welcome to Rethink Your Understanding, an AI-powered podcast where cutting-edge technology meets expert insights on digital transformation. We use AI to bring my articles and blog posts from rethinkyourunderstanding.com and Medium (https://medium.com/@rethinkyourunderstanding) to life, transforming written content into immersive audio episodes.
Each AI-presented episode provides a "Deep Dive" into strategies, lessons, and the impact of leadership in Agile, Lean, DevOps, Value Stream Management, and Flow Engineering. Occasionally, we explore software engineering. We present a fresh approach to my articles, delivering key concepts, practical advice, and insights from years in tech leadership.
Join us on Rethink Your Understanding—where AI amplifies expert voices to deliver the insights you need to lead your organization’s digital journey.
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Recent Episodes
S3E64 The Flat Org That Still Had Managers
In this episode, the AI hosts explore my article, which argues that a flat organization is not defined by fewer managers, but by where authority and decision-making reside. The conversation examines…
S3E63 AI Can Shrink Your Team. It Cannot Shrink the Work
AI can make teams faster, leaner, and more capable, but it does not make judgment, ownership, and accountability disappear.In this episode, the AI host explores my recent article on the leadership…
S3E62 More Code Is Not More Value
In this episode, the AI hosts discuss my post on how AI is becoming an operating model test for modern organizations.AI is producing more code, more activity, and more visible output, but that does…
S3E61 The Real Definition of Done
This episode explores a needed shift in how software teams define when work is actually complete. Traditionally, “the definition of done” has meant that a feature was coded, tested, and released to…
S3E60 AI Is a Multiplier
Today’s conversation explores why enterprise AI adoption should be treated as a system-wide transformation rather than simply a tool for faster coding.The AI host discusses how AI acts as a…
S3E59 Software for Humans, Systems for Agents
In this episode, the AI hosts explore why the agentic era is shaping up to be more than another AI feature wave.As software begins to act on behalf of users, engineering and product leaders may need…
S3E58 Staying Was the Hard Move
In this episode, the AI hosts unpack my recent career reflection article, Staying Was the Hard Move, and the counterintuitive truth that long tenure doesn’t have to mean stagnation.They explore what…
S3E57 Agile Isn’t Dead and AI Isn’t Killing It Either
I keep seeing “Agile is dead” headlines, now repackaged for the AI era. My take: AI isn’t killing Agile. AI is illuminating constraints that were already in the value stream.AI can do market…
S2E56 AI Fluent, Fundamentally Lost
AI is now table stakes in software engineering hiring, but it is also warping the signals we used to trust.In this episode, the AI hosts cover my article about a growing pattern I call “AI-fluent,…
S2E55 When AI Isn't Enough
In this episode, we unpack a new challenge in software hiring: AI is boosting productivity while also creating an illusion of mastery. Candidates can generate impressive AI-assisted code, yet…
S2E54 When the System Fits, the Product Operating Model Works
This episode breaks down the Product Operating Model and what it really takes to succeed in a modern software organization.The AI hosts explore why POM is not a plug-and-play framework, but a system…
S2E53 Why Value Stream Management and the Product Operating Model Matter
This episode explores why modern engineering organizations should move beyond activity metrics and project thinking and adopt a system built on measurable business outcomes. The AI hosts break down…
S2E52 The Price of Alignment
In this episode, The Price of Alignment, we explore what happens when innovation meets bureaucracy. When a large, centralized organization acquires a smaller, agile one, the push for alignment and…
S2E51 Beyond the Beyond Delivery: AI Across the Value Stream
Today's conversation is a short follow-up to season 2, episode 48. In this episode, Beyond the Beyond: AI Across the Value Stream, we explore how artificial intelligence is reshaping software…
S2E50 What Happens When We Eliminate the Agile Leader?
When companies remove Agile Leaders, roles like Scrum Masters or Agile Delivery Managers, they often assume the system will self-regulate. But what really happens when no one is accountable for team…
S2E49 From Two Pizzas to One: How AI Reshapes Dev Teams
In this episode, the AI hosts explore how artificial intelligence might reshape the very design of software teams. The “two-pizza rule” once defined how agile, cross-functional teams operated, but AI…
S2E48 Beyond Delivery: Realizing AI’s Potential Across the Value Stream
AI’s full potential in software delivery isn’t in writing code faster, it’s in transforming the entire value stream. In this episode, the AI hosts explore why most delays happen in ideation and…
S2E47 Smarter Pull Requests: Balancing AI, Automation, and Human Review
In this episode, our AI hosts dive into Smarter Pull Requests: Balancing AI, Automation, and Human Review, a handbook redefining how teams approach code reviews in the age of AI. The framework shows…
S2E46 So, What Does a VP of Software Engineering Do?
This episode takes you inside the evolving role of a VP of Engineering — far beyond a standard job description.The AI hosts discuss why the role is highly contextual, shaped by company size,…
S2E45 AI in Software Delivery: Targeting the System, Not Just the Code
This episode advocates for a system-wide perspective when adopting AI in software development, extending beyond mere code generation to encompass the entire value stream.Recent studies show initial…
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Rethink Your Understanding has published 65 episodes since November 2024, covering topics in Technology.
Rethink Your Understanding is currently highly active with new episodes weekly. Average episode length is 16m.
