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KI auf einem dysfunktionalen System (1): Das Produkt-Backlog 🇩🇪

In Kürze: Aufwendig produzierte Artefakte, unveränderte Entscheidungen oder zehn Produkt-Backlog-Antimuster, die KI verschlimmertStülpen Sie KI über einen problematischen Produkt-Backlog-Prozess, und binnen eines Nachmittags scheint sich alles zu verbessern. Das Problem ist, dass das „Polieren“ von Artefakten mit KI die eigentliche Ursache nicht behebt: Die Entscheidungsgrundlage des Teams ändert sich nicht; die KI beseitigt lediglich das sichtbare Unbehagen, das früher signalisierte, dass mit dem Prozess etwas nicht stimmt. Damit vermindert sich auch ein Teil des Drucks, das Prozessproblem zu

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‘Batches’ in Scrum

Image Image In 1995, when Scrum was introduced, the release of software was a monumental task involving the printing of floppy disks or CDs, user manuals, reference cards, and boxes. Producers directed immense capital toward packaging and distribution and hoped for prime visibility on retail shelves. Between releases, a conventional SDLC (i.e., “Waterfall”) appeared rational and teams would process a large batch of requirements toward the next release…many months away.Scrum’s design, a Sprint is a month or less and the team must be capable of producing an increment of releasable functionality

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Your Team Isn't Slow. Your Handoffs Are.

Image Watch where the work actually spends its time. Not the hours someone is heads-down building. The days it sits, waiting. Waiting for the one person who knows that system. Waiting for the other team to finish their sprint. Waiting for a review, a sign-off, an environment, an answer from someone who's out until Thursday. Add up the building time and it's small. Add up the waiting and it's most of the calendar. That's the thing about a slow team. Usually it isn't slow. The people are working hard and well. The work is just passing hand to hand, stalling a little in every gap between one spec

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Finding AI Gold With Lean Startup Techniques

Originally published on yuvalyeret.com.How do we deliver valuable real-world AI impact through solutions that solve problems, using some of what we've learned by building products over the last couple of decades?We're not seeing the value yetUnless you've been in a cave, you're aware that there's a gold rush happening out there. Certain companies are definitely making money building AI hardware and solutions, and a lot of people are heading out to mine for AI gold.A lot of the conversations inside organizations feel like they're more about the technology and the solutions than about what we ac

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Cognitive Trap: Planning Certainty

Planning Certainty TrapMost mistakes in Scrum aren’t because people don’t understand the framework—they come from applying reasonable thinking in the wrong context. Cognitive traps happen when decisions favor efficiency, control, or comfort over transparency, inspection, and adaptation. Here is one of ten cognitive traps, Planning Certainty. Over-investing in upfront certainty delays learning and reduces the ability to respond to change.Simulated Assessment QuestionA Scrum Team spends significant time refining Product Backlog Items to ensure they are fully understood before starting work. As a

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Does Your AI Know the Scrum Guide? Twelve Questions to Find Out

Image More and more participants in my Professional Scrum Master classes arrive with Scrum "rules" they picked up from an AI chatbot. Some of those rules are accurate. Some stopped being true in November 2020. And a few were never part of Scrum at all.The trouble is that from the outside, the correct answers and the incorrect ones look the same. They are equally fluent, equally confident and equally well formatted. An AI that knows Scrum is useful. An AI that only sounds as if it knows Scrum is risky, especially when a Scrum Master repeats its answer to a Scrum Team or a stakeholder.This artic

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AI on Top of a Dysfunctional System (1): The Product Backlog

TL;DR: Polished Artifacts, Unchanged Decisions, Or Ten Backlog Anti-Patterns AI Makes WorseAdd AI to a Product Backlog process that already struggles, and everything seems to improve within an afternoon. The problem is that polishing artifacts with AI doesn’t fix the root cause: the basis for the team’s decisions doesn’t change; AI only removes the visible discomfort that used to signal something was broken, along with some of the pressure to fix it. AI applied to a dysfunctional system – here, the Product Backlog process – makes the dysfunction look like progress.This is the first article of

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Scrum's Meetings Are Capped at Five Hours a Week. Something Else Filled Your Calendar.

Image Scrum has too many meetings. I have heard that sentence in training rooms since 2010 and for years I argued with it. Now I do the arithmetic on the whiteboard instead, because the Scrum Guide caps its own events and the cap is far below what anyone in the room guesses.Add up the limits as written. Sprint Planning is "timeboxed to a maximum of eight hours for a one-month Sprint," with four hours for the Sprint Review and three for the Retrospective. A Daily Scrum is "a 15-minute event," and it needs no slot of its own on the day Sprint Planning already has the team in a room. Nineteen of

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Psychological Safety is not Impunity

You can find him in the retro, though he rarely says much. He doesn't need to. The team has learned to write around him. Watch what happens to a good idea in this room. Someone proposes a real improvement, and before it's even finished, you can see a couple of people glance, just slightly, toward the corner where he sits. The idea gets softened. Then shelved "for now," because everyone already knows he'll sink it, loudly and personally and for the rest of the afternoon, and nobody has the energy for that today. He has never been given a scrap of authority. He runs the team completely. Every ag

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I don't like LLMs

I have a lot of mixed feelings about AI and LLM technology. I’m fascinated by its effect on our profession, excited by the potential gains in productivity - and thus the products we could rapidly build. On the other hand, I’m fearful of the damage AI might cause: agent swarms taking over our virtual and physical infrastructure, designing bio weapons. But, back on my first hand, LLMs might also design miracle cures, and come up with clever ways to raise our prosperity. Fundamentally I don’t think we have a choice about riding on the AI technology train. It’s a wild ride and I just hope we’ll ge

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Scaling Product Orgs with Portfolio Agility

Originally published on yuvalyeret.com.Your portfolio process isn’t slowing you down by accidentYou built empowered product teams. You wrote down a product operating model. And somehow decisions still stall, competitors still pivot faster than you do, and every initiative that actually matters turns into a program with a coordination tax attached. The cross-product process you added to bring order and reduce risk doesn’t stop the wrong things from getting built; it just makes building anything slower. That gap between the operating model on paper and the one people work in every day is the por

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Das KI-Workflow-Verzeichnis: Weiß Ihr Team, wo es bereits KI einsetzt?

In Kürze: Das KI-Workflow-Verzeichnis vervollständigt das A3-DelegationssystemSie kennen vermutlich Ihre eigenen KI-Abkürzungen: den Kollegen, der das Stakeholder-Update entwirft, den nächtlichen Job, den jemand vor seinem Ausscheiden eingerichtet hat, die Interviewnotizen, die bei Bedarf durch ein KI-Modell laufen. Ich möchte Sie jedoch herausfordern: Dieses vermeintliche Wissen kann falsche Sicherheit erzeugen, weil es sich anfühlt, als würden Sie die Arbeitsweise Ihres Teams mit KI kennen, während es in Wirklichkeit nur ein diffuses Verständnis der Praxis ist. Bitten Sie das Team, diese ind

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