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Food for Agile Thought #526: Claude Code Moment, Product Model Failure, Wrong Decisions, How to Navigate the Unknown

TL; DR: The Claude Code Moment — Food for Agile Thought #526

Welcome to the 526th edition of the Food for Agile Thought newsletter, shared with 35,788 peers. This week, Ethan Mollick and Teresa Torres unpack how Claude Code’s agentic architecture and workflow primitives hint at a new era of autonomous work: powerful, yet risky in practice. John Cutler and Randy Silver challenge teams to stop copying frameworks and start fixing the organizational rules that shape product behavior, while Stephanie Leue highlights why speed stalls when finance, structure, and decision rights stay frozen. Also, Barry O’Reilly and Annie Duke close with lessons on judgment, attention, and decision hygiene.

Next, Teresa Torres lists 2026 product conferences and asks readers to add missing events. Peter Yang shares 25 product beliefs that favor user contact, ruthless focus, and shipping over process theater, and Jaclyn Konzelmann outlines AI-era principles that build agency, intuition, and clear thinking. Mike Fisher warns that culture debt compounds when leaders trade trust for speed, plus Daniel North reframes performance issues as system signals and pushes calm, incentive-aware technical leadership.

Then, Nathan Furr and Andrew Shipilov argue that AI pilots fail when teams pursue scattered experiments rather than customer value, and they call for disciplined tests that scale through empowered cross-functional teams. Andi Roberts reframes silent meetings as social risk or overload and shows how leaders can make speaking up safer, and Christina Wodtke explains how OKR key results force clarity and can legitimize joyful work. Also, Anh-Tho Chuong breaks down AI-driven SaaS pricing. Finally, Aakash Gupta and Pawel Huryn show PMs how to use n8n for automations and agents.




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🏆 The Tip of the Week: The Claude Code Moment

Ethan Mollick: Claude Code and What Comes Next

Ethan Mollick describes Claude Code as a new wave of agentic coding tools that complete long tasks autonomously via self-correction, compaction, skills, subagents, and MCP integrations. Power concentrates, but computer access raises practical safety concerns and shifts workflow.

🎯 Product

John Cutler (via Mind The Product): 📺 How product teams operate, and why it doesn't work

John Cutler and Randy Silver discuss why product models fail: teams copy frameworks but ignore the work game. They propose focusing on behaviors, checkpoints, and rituals, then changing organizational rules that block good design decisions.

Stephanie Leue: Why Modern Product Operating Models Feel Impossible (to most of us)

Stephanie Leue explains why “modern” product orgs still move slowly: funding stays project-based, bureaucracy preserves handoffs, and leaders chase control via plans and dashboards. Instead, change finance, structure, and decision rules together.

Peter Yang: 25 Things I Believe In to Build Great Products

Peter Yang shares 25 product beliefs: iterate fast with real users, prioritize brutally, reject process theater, prototype before documents, simplify reviews, avoid committees, stay humble, and hire empowered builders who prove impact through shipped work.

Teresa Torres: 2026 Product Conference List

Teresa Torres shares a running list of 2026 product conferences and invites readers to suggest missing events. She also notes she will teach and speak at Product at Heart in June in Hamburg.

🧠 Artificial Intelligence

Teresa Torres: How to Use Claude Code: A Guide to Slash Commands, Agents, Skills, and Plug-Ins

Teresa Torres explains Claude Code’s building blocks for nontechnical workflows: use Markdown files for persistent context, slash commands for repeatable procedures, agents to manage context and parallelize tasks, skills and hooks to bundle code, and plugins to share workflows safely.

Jaclyn Konzelmann: Looking Ahead into 2026: My Guiding Principles for Navigating the Unknown

Jaclyn Konzelmann drops AI predictions and proposes 2026 principles: build to learn, choose agency over raw intelligence, sharpen product intuition through reps, write to think, stay curious, and manage tensions like agility versus thrash and agency versus oversight.

Aakash Gupta and Pawel Huryn: 📺 The Ultimate Guide to n8n for PMs

Aakash Gupta interviews Pawel Huryn on n8n as an automation and AI runtime, contrasting deterministic workflows with agentic ones, and walking through competitor monitoring, multi-agent research, PM email, PRD automation, and free-plan self-hosting hacks.

(via INSEAD Knowledge): The Trap Behind AI Experimentation

Nathan Furr and Andrew Shipilov suggest that most AI pilots fail because teams pursue scattered experiments without delivering customer value. They propose disciplined, scalable tests that prioritize real problems and back-end workflows, then scale via empowered cross-functional teams.

🖥 💯 🇬🇧 AI for Agile BootCamp #5 — January 29 – February 19, 2026

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Learn more: 🖥 💯 🇬🇧 AI for Agile BootCamp #5 — January 29 – February 19, 2026.

Customer Voice: “The AI for Agilists course is an absolute essential for anyone working in the field! If you want to keep up with the organizations and teams you support, this course will equip you with not only knowledge of how to leverage AI for your work as an Agilist but will also give you endless tips & tricks to get better results and outcomes. I thoroughly enjoyed the course content, structure, and activities. Working in teams to apply what we learned was the best part, as it led to great insights for how I could apply what I was learning. After the first day on the course, I already walked away with many things I could apply at work. I highly recommend this course to anyone looking to better understand AI in general, but more specifically, how to leverage AI for Agility.” (Lauren Tuffs, Change Leader | Business Agility.)

➿ Agile & Leadership

Barry O'Reilly: Leadership Trends for 2026: What Should Leaders Prepare For?

Barry O‘Reilly proposes six 2026 leadership shifts: value judgment over control, move from FOMO to JOMO, counter AI-driven confidence erosion, prioritize in-person trust, treat strategy as rapid learning, and protect attention through deliberate digital boundaries.

Murray Robinson: 🎙 Effective Technical Leadership with Daniel Terhorst North

Daniel North suggests effective technical leadership means treating performance issues as system signals, not individual flaws. He proposes aligning incentives and structures, building peer alliances, and using calm feedback to surface problems and stay steady in politics.

Mike Fisher: Culture Debt

Mike Fisher describes culture debt as the hidden interest of speed: leaders trade norms and trust for rapid growth, then pay later through harassment scandals, fraud, safety failures, and talent loss. Treat culture like upkeep: define behaviors, protect reflection, reward candor.

Andi Roberts: How can I get my team to speak up in silent meetings?

Andi Roberts suggests silent meetings signal social risk, learned futility, or cognitive overload, not apathy. Leaders can lower the cost of being wrong, ask safer questions, close loops, and separate exploration from decisions.

📯 Assist, Automate, Avoid: How Agile Practitioners Stay Irreplaceable with the A3 Framework

Without a decision system, every task you delegate to AI is a gamble on your credibility and your place in your organization's product model. AI4Agile's A3 Framework addresses this with three categories: what to delegate, what to supervise, and what to keep human.

Learn more: Assist, Automate, Avoid: How Agile Practitioners Stay Irreplaceable with the A3 Framework.

🛠 Concepts, Practices, Tools & Measuring

Jim O'Shaughnessy and Annie Duke: 🎙 Why We Make the Wrong Decisions

Jim O’Shaughnessy and Annie Duke discuss why smart people still make bad decisions: we treat charts as explanations rather than descriptions. They warn that misinterpretation beats misinformation, and that cherry-picked time windows and data mining can make weak strategies look brilliant.

Christina Wodtke: Your Resolution Isn’t the Problem. Your Measurement Is.

Christina Wodtke suggests resolutions fail because goals stay vague; defining OKR key results forces clarity, exposes the real objective, and turns repeated misses into insight. She also proposes that OKRs can legitimize joyful work and reduce guilt.

Anh-Tho Chuong (via Every): How AI Made Pricing Hard Again

Anh-Tho Chuong explains how AI adds per-use costs that break classic SaaS margins. She outlines five pricing models plus principles linking price to costs, customer value, and buying preferences.

📅 Scrum Training & Event Schedule

You can secure your seat for Scrum training classes, workshops, and meetups directly by following the corresponding link in the table below:

Date Class and Language City Price
🖥 💯 🇬🇧 February 3, 2026 Guaranteed: Hands-on Agile #71: A3 Framework — Assist, Automate, Avoid — Let’s Build a Playbook! (English; Live Virtual Meetup) Meetup FREE
🖥 💯 🇩🇪 February 10-11, 2026 Guaranteed: Professional Scrum Product Owner Training (PSPO I; German; Live Virtual Class) Live Virtual Class €1,299 incl. 19% VAT
🖥 💯 🇬🇧 February 19, 2026 Guaranteed: Hands-on Agile #72: Become Your Organization's AI Champion: A Crowdsourced Playbook (English; Live Virtual Meetup) Meetup FREE
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🖥 🇩🇪 March 24-25, 2026 Professional Scrum Product Owner Training (PSPO I; German; Live Virtual Class) Live Virtual Class €1,299 incl. 19% VAT

See all upcoming classes here.

You can book your seat for the training directly by following the corresponding links to the ticket shop. If the procurement process of your organization requires a different purchasing process, please contact Berlin Product People GmbH directly.

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🗞️ Last Week’s Food for Agile Thought Edition

Read more: Food for Agile Thought #525: Product Model Failures, Language of Money, AI Productivity Myths, Habits to Transform Systems.

Categories: News
Stefan Wolpers: Stefan, based near Hamburg, Germany, has worked for 19-plus years as a Product Manager, Product Owner, Agile Coach, and Scrum Master. He is a Professional Scrum Trainer (PST) with Scrum.org and the author of Pearson’s “Scrum Anti-Patterns Guide.” Recently, he began exploring how generative AI will impact agile product development, educating agile practitioners on how to utilize the new technology effectively. He has developed B2C and B2B software for startups and corporations, including a former Google subsidiary. Stefan curates the ‘Food for Agile Thought’ newsletter and organizes the Hands-on Agile Conference, a Barcamp for agile practitioners.
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