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Food for Agile Thought 553: Dangerous Agile Myths, Produce Evidence Quality, Running Experiments, Playing Politics?
TL; DR: Dangerous Agile Myths — Food for Agile Thought #553 Welcome to the 553rd edition of the Food for Agile Thought newsletter, shared with 35,462 peers. This week, Henrik...
You Already Have an AI Working Agreement. Write It Down.
TL;DR: The AI Working Agreement Your team already has rules for using AI. Some live in templates, some in habits, exceptions, and one person’s memory. The AI Working Agreement puts...
Food for Agile Thought 552: AI Creates Jobs? Product Roadmaps & Leader Anxiety, Overthinkers, Measuring ≠ Learning
TL; DR: AI Creates Jobs? — Food for Agile Thought #552 Welcome to the 552nd edition of the Food for Agile Thought newsletter, shared with 35,468 peers. This week, Ramp...
If You Can Write Acceptance Criteria, You Can Write an AI Routing Policy
TL;DR: The AI Routing Policy You moved your routine AI work to a cheaper model, so you think the cost question is handled; however, often, that is not the case....
Food for Agile Thought 551: AI Confidence Theater, GitHub for PMs, Product Alignments, We Tried Agile; Didn’t Work
TL; DR: AI Confidence Theater — Food for Agile Thought #551 Welcome to the 551st edition of the Food for Agile Thought newsletter, shared with 35,473 peers. This week, Elena...
If You Can Facilitate a Retrospective, You Can Audit Your AI
TL;DR: The AI Delegation Audit Scrum teams inspect how the last Sprint went during the Retrospective. They are much less likely to inspect the work they have handed to AI,...
Food for Agile Thought 550: Make AI Boring, Everyone’s a Product Manager Soon, Fixing Procrastination, Agentic “Team” Topologies
TL; DR: Make AI Boring — Food for Agile Thought #550 Welcome to the 550th edition of the Food for Agile Thought newsletter, shared with 35,481 peers. This week, Charity...
The AI Definition of Done: Human in the Loop Is Not a Quality Standard
TL;DR: The AI Definition of Done Your team has a Definition of Done for a product increment. It has none for the 20-plus AI-supported outputs that leave the team each...
Food for Agile Thought 549: AI in Product 2026, Makers Manifesto, AI POM, Open Knowledge Format
TL; DR: AI in Product 2026 — Food for Agile Thought #549 Welcome to the 549th edition of the Food for Agile Thought newsletter, shared with 35,498 peers. This week,...
The AI Delegation Lifecycle: Your Team Has AI Outputs. Where Are the Decisions?
TL; DR: The AI Delegation Lifecycle Your team ships AI outputs that nobody fully trusts; you needed to be quick, and “dirty” tagged along. That ungoverned automation becomes AI debt...
Food for Agile Thought #548: ROT (Return on Tokens), Product Team Health, Engineers & PMs, AI Treadmill
TL; DR: ROT (Return on Tokens) — Food for Agile Thought #548 Welcome to the 548th edition of the Food for Agile Thought newsletter, shared with 35,528 peers. This week,...
Stop Prompting, and Start Building Compounding AI Systems
TL;DR: Compounding Systems and Agents Go Hand-in-Hand Every AI conversation starts from zero because the model forgets who you are. The Claude Cowork Online Course teaches you to change that:...
Food for Agile Thought #547: AI’s 1997 Internet Moment, Code Isn’t Product, Cognitive Surrender, Admitting Mistakes Is Not Enough
TL; DR: AI’s 1997 Internet Moment — Food for Agile Thought #547 Welcome to the 547th edition of the Food for Agile Thought newsletter, shared with 35,532 peers. This week,...
Eric Ries’ ‘Incorruptible’ Solved the Later Problem. AI Builders Have an Earlier One.
TL; DR: The Problem of AI Builders Eric Ries’ new book ‘Incorruptible’ solves a problem most readers will not face for years: protecting a valuable organization from capture once it...
Food for Agile Thought #546: Choosing to Stay Human, Customer Research by LLM, AI Product-Market Fit, Enterprise Agility Today
TL; DR: Choosing to Stay Human — Food for Agile Thought #546 Welcome to the 546th edition of the Food for Agile Thought newsletter, shared with 35,551 peers. This week,...
“Write As Little Code As Possible” Was Always the Point. AI Just Made It Urgent.
TL;DR: Write As Little Code As Possible and Agentic Coding Agentic coding tools have collapsed the friction of producing plausible software; output is no longer an issue. However, they have...
Food for Agile Thought #545: Real Life Agentic Chaos, Product Leadership & AI, AI Killed the Agile Industry, Assembly Line Comeback
TL; DR: Agentic Chaos — Food for Agile Thought #545 Welcome to the 545th edition of the Food for Agile Thought newsletter, shared with 35,577 peers. This week, Natalie Shapira...
Dear Micromanager: Your Distrust Has a Job; It’s Just Not the One You’re Doing
TL;DR: Why A Former Micromanager Will Make AI Adoption Work Twenty years of agile coaching failed to fix the micromanager who meddles with every draft, every meeting, every decision. This...
Food for Agile Thought #544: Knowledge Work Tools in 2026, Product Buy-In Trap, AI-Generated MVP Issues, Agentic Coding ROI
TL; DR: Knowledge Work Tools in 2026 — Food for Agile Thought #544 Welcome to the 544th edition of the Food for Agile Thought newsletter, shared with 35,582 peers. This...
Working with Cowork: Claude Desktop Is Three Apps Pretending to Be One
TL;DR: Understand the Claude Desktop Architecture and Save Time You configured Claude in Claude Desktop, wrote instructions, uploaded reference files, and set your preferences. Then you clicked the Cowork tab....