Every PM is scrambling to learn AI tools - but is that a trap?

In this episode of Arguing Agile, hosts Brian Orlando and Om Patel summarize Shreyas Doshi's provocative article "Why Product Sense Is the Only Product Skill That Will Matter in the AI Age." Using the article as background for our discussion, we explore whether AI tools like Claude, Cursor, and NotebookLM are genuine superpowers for product managers or just the new baseline that everyone will have access to.

https://shreyasdoshi.substack.com/p/why-product-sense-is-the-only-product

We've structured this episode around several key debates, including:

🔹 AI Tool Usage: Are AI tools a temporary competitive advantage or just commoditized table stakes? When everyone has a bulldozer, the winner is the one who knows where to dig.

🔹 Strategy vs. Prompting: If you and your competitors use the same LLMs to write product strategy, how long until you're all building the exact same app? The hosts argue for using AI as a red teamer rather than an original thinker.

🔹 Speed of Conviction vs. Quality: Business leaders love saying "a fast B+ decision beats a slow A+ decision." But Brian and Om challenge this with Bezos' two-way door framework and evidence that AI-assisted workflows create 37% more rework.

🔹 Product Taste & Judgment: The hosts wrestle with Shreyas' concept of "product taste"—the ability to pick the optimal recommendation from a set of excellent AI-generated options and explain your reasoning.

🔹 The Zero-Cost Software Future: What happens when the cost of building software drops to zero? Will we end up at software bazaars with 30 identical prototypes? The hosts paint a vivid (and slightly terrifying) picture of commoditized software development.

#ProductManagement #AIProductManager #ProductSense

"Why Product Sense Is the Only Product Skill That Will Matter in the AI Age" by Shreyas Doshi (Substack article March 2026), Jeff Bezos' Disagree and Commit framework, Jeff Bezos' One-Way Door vs Two-Way Door decision framework, Claude by Anthropic, Claude Code, Cursor, NotebookLM, HubSpot, Jira, Figma, Google Docs, DataDog, MoSCoW Prioritization Framework, Stanford Cooper Bench Experiment (referenced from Arguing Agile Episode 247), Arguing Agile Episode 254 "QA: Why a Massive QA Boom Is Coming", Arguing Agile Episode 247 "A Poor Team Player - Stanford's Cooper Bench Experiment"

LINKS
YouTube: https://www.youtube.com/@arguingagile
Spotify: https://open.spotify.com/show/362QvYORmtZRKAeTAE57v3
Apple: https://podcasts.apple.com/us/podcast/agile-podcast/id1568557596

INTRO MUSIC
Toronto Is My Beat
By Whitewolf (Source: https://ccmixter.org/files/whitewolf225/60181)
CC BY 4.0 DEED (https://creativecommons.org/licenses/by/4.0/deed.en)

Stop burning time and money on agile theater! In this podcast, Product Manager Brian Orlando and Enterprise Business Agility Consultant Om Patel strip business agility back to its absolute basics: no buzzwords, no frameworks - just the organizational muscles you need to survive.

Listen or watch as we introduce and explain the five non-negotiable capabilities: Sensing and Responding (market feedback loops), Speed to Decision Making (decision velocity), Structural Flexibility (reorganizing without chaos), Distributed Authority (decentralizing command and control), and Learning Orientation (continuous evolution).

Then stick around as we tear down the agile industrial complex, discuss why one study claims 47% of companies are operating purely under an "illusion" of agility, and discuss how the introduction of AI can amplify and exposes company's bureaucracy.

Other topics we discuss are:
• How to explain business agility to anyone from CEO to new hire
• Why "scaling" agility is a big lie sold to enterprises
• Typical bottlenecks to the five core capabilities
• Why vanity metrics sabotage competitive advantages
• Time to market, cost of delay, customer adoption, and much more...

Whether you're in product management, leadership, agile coaching, or team development, this episode helps you truly understand business agility and can give you the confidence to push back or ask critical questions when teams and leadership claim they don't need help.

#BusinessAgility #ProductManagement #AgileLeadership

["Extreme Ownership by Jocko Willink and Leif Babin", "Team Topologies by Matthew Skelton and Manuel Pais", "Turn the Ship Around by L David Marquet", "The Fearless Organization by Amy Edmondson", "The Lean Startup by Eric Ries", "BCG Study: Why Companies Get Agile Right and Wrong (2024)", "Business Agility Institute 2025 Report", "Organizational Agility: Ill-defined and Somewhat Confusing by Anna Teresa Walter (2020)", "John Boyd's OODA Loop", "Jeff Bezos's One-Way Door vs Two-Way Door Decisions", "Block (Jack Dorsey)", "Arguing Agile Episode 83: Agile Doesn't Work Here"]

LINKS
YouTube: https://www.youtube.com/@arguingagile
Spotify: https://open.spotify.com/show/362QvYORmtZRKAeTAE57v3
Apple: https://podcasts.apple.com/us/podcast/agile-podcast/id1568557596

INTRO MUSIC
Toronto Is My Beat
By Whitewolf (Source: https://ccmixter.org/files/whitewolf225/60181)
CC BY 4.0 DEED (https://creativecommons.org/licenses/by/4.0/deed.en)

Businesses killed QA with bad org design, but with AI, is there potential for a near-term QA boom?

Join Product Manager Brian Orlando and Enterprise Business Agility Consultant Om Patel as we discuss the systematic elimination of QA roles over the past decade and discuss why that decision is now backfiring.

That's right, with AI-generated code accelerating at breakneck speed and nobody to properly check or test it, Brian and Om argue that we might be heading toward a cliff of technical debt that will make skilled QA professionals more valuable than ever.

We discuss this potential future in five acts:
1. The Expensive Lie: Let's Dev Do the QA (until we lay them off as well)
2. The Coming QA Boom
3. When and Will Businesses Move Software Risk Upstream
4. Why Dev Didn't and AI Won't Replace QA
5. The Case for Human-In-The-Loop

Whether you're a QA professional worried about your career, a product manager who inherited testing responsibilities, or a leader considering QA cuts - this episode provides data-backed arguments for why the QA field may be on the verge of its biggest resurgence yet.

#QualityAssurance #AI #AgileLeadership

Stack Overflow Developer Survey 2023, Practitest State of Testing Report 2024, World Quality Report 2025 by Capgemini and Micro Focus, GitLab DevSecOps Report 2024, Google Code Review Quality Study 2023, McKinsey Technology Report 2025 (State of AI in 2025), Theo (t3.gg) video on the future of developer roles, Software Quality and Beer podcast by Bob Cruz and Matt Kubal (Checkpoint Technologies), Cooper Bench (AI coding benchmark study), W. Edwards Deming (quality management principles), Toyota Production System (quality ownership model), Eliyahu Goldratt (Theory of Constraints / systems feedback loops), Brook's Law, Melissa Perri, Playwright (test automation framework), Claude Code (Anthropic)

LINKS
YouTube: https://www.youtube.com/@arguingagile
Spotify: https://open.spotify.com/show/362QvYORmtZRKAeTAE57v3
Apple: https://podcasts.apple.com/us/podcast/agile-podcast/id1568557596

INTRO MUSIC
Toronto Is My Beat
By Whitewolf (Source: https://ccmixter.org/files/whitewolf225/60181)
CC BY 4.0 DEED (https://creativecommons.org/licenses/by/4.0/deed.en)