Scrum Master Toolbox Podcast: Agile storytelling from the trenches

BONUS: AI Won't Just Change How You Work — It Will Reshape Your Organization
The Global Agile Summit is around the corner, and the AI in Organizations track is one you don't want to miss. In this episode, track co-hosts Michael Dougherty and Michał Parkoła walk us through what they've built — from the thinking behind the track name to the sessions that stood out, and why this isn't just another AI conference lineup.
Why "AI in Organizations" — Not Just "AI"
"AI will not only be useful to existing organizations, but it will reshape organizations in a very significant way, the same way cars reshaped cities."
 
Michael and Michał drew a deliberate line with the track name. Michael points out that AI has been around for decades — it didn't start with ChatGPT. The real shift now is AI agents scaling to enterprise level, replacing automation that used to require specialized tools. Claude Enterprise holds about 29% of the enterprise AI market, Gemini around 15%. But Michał pushes the framing further: the first-order effect is applying AI to existing work. The second-order effect — the one he's most interested in — is how AI will reshape organizations themselves. New species of companies will emerge, smaller teams will achieve what used to require hundreds of people, and some existing organizations won't survive the transition. That's the conversation this track is designed to start.
Filtering the Signal From the Slop
"There was a bit of AI slop in the submissions. There was a lot of talk that, unfortunately, was meta-talk — there was no real value that I could glean."
 
When session submissions came in, Michael was disappointed by how many were surface-level — big promises with no practical takeaway. The ones that stood out were practitioners showing what they actually do. Dave Westgarth, for example, demonstrated how he uses AI with Lovable and Claude embedded in Miro whiteboards to enhance real team interactions. On Michał's side, the standout was Max Pirata, who challenged the "vibe coding is slop" narrative. His argument: the quality of large-scale software has never depended on the infallibility of individual engineers — it depends on disciplined engineering processes. The same applies to agentic engineering. Your first attempt at vibe coding will be rough, but there are ways to apply engineering discipline to AI-assisted development. That's what Max will be talking about at the summit.
Prototyping at the Speed of Thought — And the Human Bottleneck
"Now I've got 20 prototypes that I can choose from. Which ones are the best? Which ones do I need to clear out? Product managers now have a different game they play."
 
Two sessions capture opposite sides of the AI-in-organizations tension. Dave Westgarth's "Vibe UX: Prototyping at the Speed of Thought" shows how vibe coding lets you build full working systems instead of Figma mockups — so fast that the bottleneck shifts from creation to selection. Product managers and product owners now face a new challenge: clearing the closet of AI-generated options rather than validating a single bet. On the other side, Shawn Wallack's session — "Even With AI, Your System Will Never Be Better Than Its People" — brings the counterpoint. Michael explains the systems-thinking angle: AI does what you tell it, fast and accurately, but that speed reveals human bottlenecks everywhere else. He shares the cautionary example of AI declining twice the insurance claims humans did, with the human-in-the-loop rubber-stamping instead of actually checking — leading to a class action lawsuit. The lesson: AI doesn't remove the need for human judgment, it makes it more critical.
Gojko Adzic on Spec-Driven Development and Building AI Products
"True to his roots, he is exploring spec-driven development now, which is one of the popular threads in agentic engineering."
 
Gojko Adzic — the author of Specification by Example and Impact Mapping — brings heavyweight credibility to the track. Michał reveals that while Gojko is exploring spec-driven development in the context of agentic engineering, the interview focused more on his hands-on experience building his own AI products. For attendees, this means real practitioner insights from someone who literally wrote the book on how specifications drive software quality — now applying those principles in an AI-first world.
From Beginner to Builder — Who This Track Is For
"My favorite case would be people who will quit their jobs and start new companies that will be able to achieve wonderful things with much smaller teams than we would otherwise imagine possible."
 
The track is designed to meet people wherever they are. Pierre Beaning covers the basics of using Claude for beginners. Jason Little — who Michael describes as a "techno nerd" and "grand poobah" — shows how to build and scale multi-agent systems for business. The spectrum runs from "I've only used AI to plan a vacation" to "I'm orchestrating agent teams." But Michał's vision for the ideal attendee is bolder: someone who walks away ready to start a company. Michael backs this up with the story of an AI unicorn — $1.8 billion valuation, one guy and his brother, in the pharmaceutical industry, just a few months old. Hype? Maybe. But Michał's pragmatic take lands it: "If you make a few million, even if it dies later, that's not such a bad thing." The goal of the track is to blow away the fog — throw flares into key spots so people can sketch a map of what's possible and decide which areas deserve a follow-up.
About Michael Dougherty
Michael Dougherty is the Co-author of Shift: From Product to People, leadership coach with 30+ years helping organizations adopt people-centered, agile ways of working. Co-owner of the Global Agile Summit.
 
You can link with Michael Dougherty on LinkedIn and find out more at shiftingpeople.com.
About Michał Parkoła
Michał Parkoła is an Agile practitioner based in Warsaw, Poland. Previously hosted the Value-Centric Product Development track at Agile Online Summit 2024. He is building Tapestry, an AI planning assistant.
 
You can link with Michał Parkoła on LinkedIn and check out Tapestry at growwithtapestry.com.

Viktor Glinka: The Curious Product Owner and the Disempowered One — How Scrum Masters Can Help POs Find Their Voice
In this episode, we refer to product owner anti-patterns and product owner interviews on the Scrum Master Toolbox Podcast.
The Great Product Owner: The Curious Negotiator Who Uses Data and Passion
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.
 
"Great product owners are always asking: what if? How can we do it differently? How can we simplify?" - Viktor Glinka
 
Viktor describes great product owners as fundamentally curious people who constantly look for simpler, better ways to do things. But curiosity alone isn't enough — they're also skilled negotiators who navigate conversations with teams, stakeholders, and customers. In scaled setups, their work shifts from clarification to prioritization, and they delegate effectively. Viktor highlights their visualization skills with a concrete example: one product owner showed stakeholders a work composition chart revealing that more than 50% of the team's work was technical debt, making it impossible to deliver new features. That single visualization changed the conversation. Great product owners are also systems thinkers who understand dynamics and root causes, avoiding local optimization. Viktor adds something rarely discussed in frameworks: mindfulness. Product owners face constant pressure, and the ability to make peace with decisions — to move forward without regret — is critical. They also share their passion and vulnerability with development teams, telling them personally why they want to build something. It's the emotional complement to data-driven negotiation.
 
Self-reflection Question: Does your product owner use data and visualization to negotiate with stakeholders, or do they rely on authority and deadlines? How could you help them build those skills?
The Bad Product Owner: The Disempowered Middleman Who Can't Give Direction
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.
 
"This fear of not being allowed — it's an illusion. You can always do more. Just try. No one will fire you for a suggestion." - Viktor Glinka
 
For Viktor, the worst product owner anti-pattern isn't about skill or knowledge — it's about empowerment. He believes every person can learn to become a great product owner if they are empowered and trusted by the organization. The red flags are clear: when a product owner talks about deadlines and commitments but never about return on investment or outcomes, that's a sign they're being pushed rather than empowered. Viktor shares the story of a product owner who was struggling to give direction because stakeholders just wanted their features delivered. He was a middleman — afraid to communicate his own vision to the team, afraid to challenge stakeholders. But inside, there was a spark of passion about the product. Viktor helped him uncover it using a simple tool: the product vision canvas. They sat down together and put his thoughts on paper. Once the vision was written, the product owner started thinking about the next step on his own: "What if I show this to stakeholders? What if I tell them there's a better way?" The product vision canvas became the bridge from learned helplessness to ownership.
 
Self-reflection Question: Is your product owner telling themselves "I'm not allowed to" when they actually could do more? What's the smallest experiment you could run together to test that assumption?
 
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Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people.
 
🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue.
 
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About Viktor Glinka
 
Viktor is an organisational consultant and Professional Scrum Master who helps teams and leaders find simpler ways to deliver value while keeping the human side of work at the center. He's practical, curious, and focused on real outcomes rather than buzzwords. His true passion is adaptability - both in business and in personal life.
 
You can link with Viktor Glinka on LinkedIn.

Viktor Glinka: Why Context Is King for Scrum Master Success — Building Capabilities That Drive Business Goals
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.
 
"Product management skills are crucial for Scrum Masters. Once you understand how retention impacts your return on investment, you will be able to coach your product owner." - Viktor Glinka
 
Viktor offers a nuanced perspective on Scrum Master success by distinguishing between short-term and long-term success. On the long-term side, he argues that the purpose of a Scrum Master extends beyond working with teams — it's about helping improve the system as a whole. To do that, you need to connect your contribution to the product's success by helping build specific capabilities. Viktor grounds this in practical terms: start by asking what the business goal of your company is, and check whether people around you actually know it. Never assume everyone does. That simple act of curiosity gives you the information you need to figure out how to contribute. In his experience, the key capability his teams needed to develop was multi-learning — the ability to work across components — and that directly served the business goal. Viktor makes a strong case that Scrum Masters need product management skills. Understanding how metrics like retention impact long-term success allows you to coach product owners and analyze product dynamics. His practical advice: if you're not experienced in this, go shadow your product owner, spend time with the sales department, and look through customer support tickets. You'll understand far more about the system than staying at the development organization level.
 
Self-reflection Question: Can you clearly explain how your work as a Scrum Master contributes to your product's success? What specific capability are you helping the system build right now?
Featured Retrospective Format for the Week: Data-Driven Discussions with Actionable Outcomes
Viktor's approach to retrospectives is refreshingly pragmatic: it depends on the team. For teams not yet used to actionable improvements, he starts simple — review previous retro decisions, ensure new concrete ones are created, and bring data as food for thought. He particularly likes using the cumulative flow diagram and time distribution histogram to help teams reflect on consistency in delivery. One team he worked with adopted this as a natural habit over time. For mature teams, format matters less — one team ran a simple "good, bad, to improve" retro in 30 minutes on their own, without a Scrum Master, and it was one of the most engaged and effective retrospectives Viktor had ever seen. He also values the free-talk format when first meeting a new team, coming in with genuine curiosity and no biases. And when something clearly went wrong — an incident, a failure — Viktor drops whatever format he had prepared. "In those moments, it's important to trust your instinct, read the room, sense the tension, and step into the danger directly."
 
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About Viktor Glinka
 
Viktor is an organisational consultant and Professional Scrum Master who helps teams and leaders find simpler ways to deliver value while keeping the human side of work at the center. He's practical, curious, and focused on real outcomes rather than buzzwords. His true passion is adaptability - both in business and in personal life.
 
You can link with Viktor Glinka on LinkedIn.

Viktor Glinka: From Component Teams to Cross-Functional Teams — How to Navigate the Hardest Agile Transformation
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.
 
"Our customers do not buy our components. They use the product as a whole. And when it comes to integration, the real problem pops up." - Viktor Glinka
 
Viktor brings a challenge many Scrum Masters face: transitioning from component teams to cross-component, cross-functional teams in a large-scale Scrum setup. Picture 8 to 10 teams, each owning their own part of the system, never touching anything else — and the company stuck in delivery for months. The premise behind component teams sounds logical: specialization leads to speed. But as Viktor explains, that speed is local — optimized for the component, not the product. When integration time arrives, responsibility gaps appear, rework multiplies, and teams start identifying with their components rather than the product. "We're the billing team — we don't deal with anything else." When they reorganized into cross-functional teams, the complaints were immediate: "I was really productive before, and now I can't finish anything." Viktor and his fellow Scrum Masters took a two-pronged approach. First, they secured time credit from leadership — a couple of months where learning was prioritized over deadlines. They ran mob programming sessions, coached teams, and removed impediments. Second, they shifted focus from outputs to outcomes, organizing customer interviews that helped developers understand what users actually needed. The development director reinforced this by joining refinement sessions, telling teams: "You might not develop anything if it still satisfies the customer need." The result was a shift from transactional stakeholder relationships to genuine cooperation, and teams that began to see beyond their component boundaries.
 
Self-reflection Question: If your teams are organized around components, what would it take to run one experiment — just one sprint — where a team picks up work outside their usual component? What would you need to make that safe?
 
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Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people.
 
🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue.
 
Buy Now on Amazon
 
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About Viktor Glinka
 
Viktor is an organisational consultant and Professional Scrum Master who helps teams and leaders find simpler ways to deliver value while keeping the human side of work at the center. He's practical, curious, and focused on real outcomes rather than buzzwords. His true passion is adaptability - both in business and in personal life.
 
You can link with Viktor Glinka on LinkedIn.

Viktor Glinka: When Internal and External Team Members Have Divergent Goals — The Silent Killer of Agile Teams
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 root causes for destructive team patterns often lie outside the team itself." - Viktor Glinka
 
Viktor shares a story from a manufacturing organization where one team stood out — and not in a good way. The team was composed of both internal and external members, and what no one saw coming was that their implicit goals were fundamentally divergent: the external members were focused on maximizing revenue for their own company, while the internal members cared deeply about product quality. The signs were visible to anyone who approached them — they barely talked to each other and preferred to work individually. When Viktor tried to raise the topic of cooperation and trust, he was met with awkward silence. One team member finally told him: "I don't want the team to blow up. In my previous experience, I raised this topic and that was the end of the team." Fear kept the truth underground. Viktor brought his observations to the manager, who acknowledged the lack of a shared goal as the root cause — but couldn't fix it because he wasn't authorized to manage the external people. The takeaway was clear: three key success factors for any team are the right team composition with people who want to work together, a shared goal that unites diverse perspectives, and clear expectations set by their manager.
 
In this segment, we talk about LeSS self-designing team workshops and the importance of team composition in scaled setups.
 
Self-reflection Question: Does your team have a shared goal that everyone — including external members and contractors — genuinely understands and cares about? When was the last time you checked?
Featured Book of the Week: The Art of Doing Twice the Work in Half the Time by Jeff Sutherland
Viktor recommends The Art of Doing Twice the Work in Half the Time by Jeff Sutherland as the book that sparked his passion for Scrum. As he puts it: "I know the title is very controversial and often criticized, but I could deeply relate to the stories inside the book. They sparked a passion that is still with me." Viktor also recommends a bonus book: Reinventing Organizations by Frederic Laloux, which showed him the real power of self-organization and validated what he had already started experimenting with in his project management career. It pushed him to explore holacracy, sociocracy, intent-based leadership, and coaching.
 
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Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people.
 
🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue.
 
Buy Now on Amazon
 
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About Viktor Glinka
 
Viktor is an organisational consultant and Professional Scrum Master who helps teams and leaders find simpler ways to deliver value while keeping the human side of work at the center. He's practical, curious, and focused on real outcomes rather than buzzwords. His true passion is adaptability - both in business and in personal life.
 
You can link with Viktor Glinka on LinkedIn.