Scrum Master Toolbox Podcast

BONUS: The Future of Seeing—Why AI Vision Will Transform Medicine and Human Perception What if the next leap in AI isn't about thinking, but about seeing? In this episode, Daniel Sodickson—physicist, medical imaging pioneer, and author of "The Future of Seeing"—argues we're on the edge of a vision revolution that will change medicine, technology, and even human perception itself. From Napkin Sketch to Parallel Imaging "I was doodling literally on a napkin in a piano bar in Boston and came up with a way to get multiple lines at once. I ran to my mentor and said, 'Hey, I have this idea, never mind my paper.' And he said, 'Who are you again? Sure, why not.' And it worked."   Daniel's journey into imaging began with a happy accident. While studying why MRI couldn't capture the beating heart fast enough, he realized the fundamental bottleneck: MRI machines scan one line at a time, like old CRT screens. His insight—imaging in parallel to capture multiple lines simultaneously—revolutionized the field. Thi

AI Assisted Coding: How Spending 4x More on Code Quality Doubled Development Speed What happens when you combine nearly 30 years of engineering experience with AI-assisted coding? In this episode, Eduardo Ferro shares his experiments showing that AI doesn't replace good practices—it amplifies them. The result: doubled productivity while spending four times more on code quality. Vibe Coding vs Production-Grade AI Development "Vibe coding is flow-driven, curiosity-based way of building software with AI. It's less about meticulously reviewing each line of code, and more about letting the AI steer the process—perfect for quick experiments, side projects, MVPs, and prototypes."   Edu draws a clear distinction between vibe coding and production AI development. Vibe coding is exploration-focused, where you let AI drive while you learn and discover. Production AI coding is goal-focused, with careful planning, spec definition, and identification of edge cases before implementation. Both use small, safe steps

AI Assisted Coding: Stop Building Features, Start Building Systems with AI What separates vibe coding from truly effective AI-assisted development? In this episode, Adam Bilišič shares his framework for mastering AI-augmented coding, walking through five distinct levels that take developers from basic prompting to building autonomous multi-agent systems. Vibe Coding vs AI-Augmented Coding: A Critical Distinction "The person who is actually creating the app doesn't have to have in-depth overview or understanding of how the app works in the background. They're essentially a manual tester of their own application, but they don't know how the data structure is, what are the best practices, or the security aspects."   Adam draws a clear line between vibe coding and AI-augmented coding. Vibe coding allows non-developers to create functional applications without understanding the underlying architecture—useful for product owners to create visual prototypes or help clients visualize their ideas.  AI-augme

BONUS: When AI Decisions Go Wrong at Scale—And How to Prevent It We've spent years asking what AI can do. But the next frontier isn't more capability—it's something far less glamorous and far more dangerous if we get it wrong. In this episode, Ran Aroussi shares why observability, transparency, and governance may be the difference between AI that empowers humans and AI that quietly drifts out of alignment. The Gap Between Demos and Deployable Systems "I've noticed that I watched well-designed agents make perfectly reasonable decisions based on their training, but in a context where the decision was catastrophically wrong. And there was really no way of knowing what had happened until the damage was already there."   Ran's journey from building algorithmic trading systems to creating MUXI, an open framework for production-ready AI agents, revealed a fundamental truth: the skills needed to build impressive AI demos are completely different from those needed to deploy reliable systems at scale. Coming

BONUS: Why Embedding Sales with Engineering in Stealth Mode Changed Everything for Snowflake In this episode, we talk about what it really takes to scale go-to-market from zero to billions. We interview Chris Degnan, a builder of one of the most iconic revenue engines in enterprise software at Snowflake. This conversation is grounded in the transformation described in his book Make It Snow—the journey from early-stage chaos to durable, aligned growth. Embedding Sales with Engineering While Still in Stealth "I don't expect you to sell anything for 2 years. What I really want you to do is get a ton of feedback and get customers to use the product so that when we come out of stealth mode, we have this world-class product."   Chris joined Snowflake when there were zero customers and the company was still in stealth mode. The counterintuitive move of embedding sales next to engineering so early wasn't about driving immediate revenue, it was about understanding product-market fit. Chris's job was to ge

Prabhleen Kaur: The Art of Coaching Product Owners on What vs. How Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. The Great Product Owner: Master of Stakeholder Relationships and the Power of No "The best PO is the person who has the superpower of saying no, and they can deal with the stakeholders with the same prowess." - Prabhleen Kaur   Prabhleen describes working with a Product Owner who managed multiple stakeholders—not just a handful, but a significant number with competing priorities. What made him exceptional was his deep understanding of each stakeholder's pulse and motivations. He knew when to push back and how to frame the "no" in a way that stakeholders could accept. This wasn't random resistance—it came from thorough preparation manifested in clear roadmaps that made most incoming work predictable for the team.  His user stories stood out for their ric

Prabhleen Kaur: When Team Members Raise Concerns with Clarity, Not Anger Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "My idea of success as a Scrum Master is when you look around, you see motivated people, and when something goes wrong, they come to you not in anger, but with concern." - Prabhleen Kaur   Prabhleen offers a refreshing perspective on measuring success as a Scrum Master that goes beyond velocity charts and feature counts. She shares a pivotal moment when her team was in production, delivering relentlessly with barely any time to breathe. A team member approached her—not with frustration or blame—but with thoughtful concern: "This is not going to work out." He sat down with Prabhleen and the Product Owner, explaining that as the middle layer in an API creation team, delays from upstream were creating a cascading problem.  What struck Prabhleen wasn'

Prabhleen Kaur: How AI Is Changing the Way Agile Teams Deliver Value Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "AI's output is not the final output—it's always the two eyes we have that will get us the best results." - Prabhleen Kaur   Prabhleen brings a timely challenge to the coaching conversation: the impact of AI on teams and how Scrum Masters should navigate this transformation. She frames it as both a challenge and an opportunity—teams are now capable of delivering faster than consumers can absorb, fundamentally changing expectations and dynamics.  Prabhleen has observed her teams evolve from uncertainty about AI to confidently leveraging it for practical benefits. Developers use AI for writing and understanding code, particularly helpful for onboarding new team members who need to comprehend existing codebases quickly. QA professionals find AI invaluabl

Prabhleen Kaur: When Lack of Trust Turns Teams Into Isolated Individuals Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "Teams self-destruct despite best efforts when they lack trust." - Prabhleen Kaur   Prabhleen observed a troubling pattern while shadowing a team: stand-ups had become a register activity where people reported individual status without any connection to the sprint goal. There was no "we" in the conversation—only "I."  The team had experienced a missed deadline due to a PR conflict that wasn't merged in time, but instead of addressing it openly, everyone focused on fixing the immediate problem while avoiding the deeper conversation. The discomfort was never voiced, and resentment accumulated silently.  Prabhleen explains that team destruction is never about one action—it's about the accumulation of unspoken concerns that eventually explode at the

Prabhleen Kaur: Letting Teams Own Their Process Through Working Agreements Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "It's about coaching the team, not teaching them." - Prabhleen Kaur   Prabhleen shares a powerful lesson about the dangers of being too directive with a forming team. When she joined a new team, her enthusiasm and experience led her to immediately introduce best practices, believing she was setting the team up for success. Instead, the team felt burdened by rules they didn't understand the purpose of. The process became about following instructions rather than solving problems together.  It wasn't until her one-on-one conversations with team members that Prabhleen realized the disconnect. She discovered that the team viewed the practices as mandates rather than tools for their benefit. The turning point came when she brought this observation to

BONUS: Conflict Is the Yellow Brick Road to Success — How Embracing Conflict Transforms Teams and Leaders In this bonus episode, we explore why fear, conflict, and courage sit at the heart of true agility with Dan Tocchini, a leadership catalyst who has spent over four decades helping teams at organizations like ESPN, Disney, and Homeboy Industries break through the human barriers to high performance. Dan shares powerful stories and practical wisdom on how leaders can embrace conflict as a generative force, build trust through vulnerability, and restructure their teams for genuine agility. The Power of Vulnerability in Leadership "I'd rather have it on an honest basis, where she knows what I'm thinking, what I'm aiming at, and we're shoulder to shoulder, not head to head."   Dan's career-defining moment came when he told a CFO at ESPN — while he was competing against McKinsey for the same contract — that she was the problem behind her department's 75% turnover rate. Rather than sugarcoating or defle

Juliana Stepanova: Why "I'll Just Do It Myself" Is the Most Expensive PO Shortcut Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   In this episode, we refer to previous discussions about team collaboration and Product Owner patterns. The Great Product Owner: Opening Up to the Team for Solutions "The PO who's not sitting and saying 'I know how it's right, I will solve it by myself,' but coming and saying 'Hey, let's think all together'—that's what gives very, very speed-up development into becoming a great PO." - Juliana Stepanova   Juliana describes the Product Owners she considers truly great as those who bring their challenges to the team rather than solving everything alone. Her example features a PO who was invited to recurring release meetings that consumed one and a half to two hours every two weeks—30 people in a room, largely a waste of time. Instead of

Juliana Stepanova: When a Former Skeptic Calls to Say "Now I Know What You Did" — Defining Scrum Master Success Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "Juliana, now I know what you did that time. It was so amazing work. Sometimes the work of the Scrum Master, you cannot measure it in real numbers, because the work of the Scrum Master is dependent on the persons who are working with the team." - Juliana Stepanova   Juliana shares a story that captures the often invisible nature of Scrum Master success. For a year and a half, she worked with a distributed team across Europe, and one colleague in her office would repeatedly ask—half joking, half serious—"Juliana, what do you do here? Why are you getting a salary? I don't see any improvements."  Eight months after that colleague moved to another company, he called her with a revelation: working in a team withou

Juliana Stepanova: Trust Over Escalation — A Patient Approach to Difficult PO Relationships Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "The team still believes it could be solved with proper communication to the PO. My idea is to really try, in a supportive way, to build trust, to encourage communication, and to come to the solution as a team altogether. This is like a win-win situation." - Juliana Stepanova   Juliana brings a challenge that many Scrum Masters will recognize: a Product Owner who doesn't want to be coached and whose behaviors are undermining Scrum rituals. The situation is complicated by organizational structure—the Scrum Master reports to the people department while the PO reports to the product department, creating misaligned directions with no common leadership thread.  The PO arrives at refinement meetings unprepared, writing user stories on

Juliana Stepanova: The Slippery Slope — How Small Compromises Lead Teams to Abandon Scrum Entirely Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "If you have it like once, you think it's okay. But it starts to change our mindset in the way that these rules, these frameworks could be changed. And with the small stuff that it's not correct, within half a year, Scrum will not work at all." - Juliana Stepanova   Juliana describes a pattern she witnessed in an experienced seven-person development team that had practiced Scrum for years. It began innocuously: the daily standup stretched from 15 to 30 minutes because the team was larger. Then came the skipped retrospectives during release phases—"we don't have time today." Each compromise seemed reasonable in isolation, but together they formed a slippery slope that eventually dismantled the entire framework. The root caus

Juliana Stepanova: The 90-Minute Retrospective Disaster That Taught Me Servant Leadership Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "It's not my job to find the points to improve. My job is to help the team find them, to interact their communication, to start thinking about the improvements, and not pushing them into my exercises." - Juliana Stepanova   Juliana shares a humbling experience from her first year as a Scrum Master that transformed how she approaches facilitation. She had meticulously prepared what she believed was a brilliant 90-minute retrospective—carefully designed exercises, content tailored to the sprint, everything by the book. Yet when she asked the team for feedback at the end, they delivered a crushing verdict: "It was the worst retro ever." The disconnect wasn't about the quality of preparation but about whose perspective drove the design.

Agile in Construction: The Product Owner Role in Construction—Voice of the Customer Across Every Phase With Felipe Engineer-Manriquez Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. In this episode, we refer to Extreme Ownership by Jocko Willink and Team of Teams by General Stanley McChrystal, as well as our Agile in Construction episodes. The Great Product Owner: Bringing the Voice of the Customer to Every Decision "I want you to think like the owner, and bring that to the team meetings, because we can't have the owner in the meetings with us." - Felipe Engineer-Manriquez   The Product Owner role in construction is radically different from software—and Felipe has learned to find it in unexpected places. When Jeff Sutherland told his class to "tear up your business cards" because only three roles exist (Developer, Scrum Master, Product Owner), construction peopl

Agile in Construction: Team Happiness as the True Measure of Scrum Master Success in Construction With Felipe Engineer-Manriquez Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "The teams that are having fun and are light-hearted, making jokes—these are high-performing teams almost 99% of the time. But the teams that are overly sarcastic or too quiet? They're burning out." - Felipe Engineer-Manriquez   Felipe offers a refreshingly human definition of success for Scrum Masters: team happiness. After years of traumatic experiences in construction—days when he pounded his steering wheel in frustration during his commute—Felipe developed what he calls being a "human thermometer." He can sense a team's emotional state within 5 minutes of being with them. His proxy for success is a simple Likert scale of 1-5: 5 is Nirvana (working at Google with massages), and 1 is wanting

Agile in Construction: The DOWNTIME Strategy—Eliminating Waste Before Adding Process With Felipe Engineer-Manriquez Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "My first rule is that I will do no harm. And if something goes wrong, I will take full responsibility with leadership. My neck is literally on the line." - Felipe Engineer-Manriquez   Felipe shares his change strategy for introducing Lean and Agile into construction projects, and it starts with an unexpected principle borrowed from Hippocrates: do no harm. He explicitly tells teams this promise, putting his neck on the line to build trust. But the real magic happens in what comes next: instead of adding new processes, Felipe first helps teams stop doing things. Using the DOWNTIME acronym (Defects, Overproduction, Waiting, Transportation, Inventory, Motion, Excess processing), he identifies wasteful acti

Agile in Construction: Over-Commitment and Silence—The Deadly Duo Destroying Your Teams With Felipe Engineer-Manriquez Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.   "I don't think people are bad. They don't self-destruct because they're bad. What I do see is people getting crushed in terribly bad systems." - Felipe Engineer-Manriquez   Felipe shares a powerful insight about team dysfunction: teams don't self-destruct because of bad people—they get crushed by broken systems. On a hospital construction project, he witnessed a dangerous pattern: over-commitment coupled with silence. People would commit to pouring concrete on Thursday when there wasn't even rebar in place—a physical impossibility. But psychological safety was so low that no one could say the emperor had no clothes. Felipe's approach? Ask obvious questions that break the pattern. "Don't you need this so