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.

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
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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)

Meta and Amazon are cutting managers, but is it efficiency or chaos?

Is de-layering, or flattening your org chart, good for a company, or is it a recipe for destruction?

Join Product Manager Brian Orlando and Enterprise Business Agility Coach Om Patel as we wade into the murky pool that is the latest of corporate trends - "un-bossing" or the mass sacrifice of middle management and mid-level coordination roles on the unholy alter of efficiency.

While the biggest of big companies are slashing layers to reduce costs and empower the IC (individual contributors), we take a more nuanced look, arguing that without proper system redesign, this approach leads to decision bottlenecks, leadership vacuums, and the collapse of career mobility.

Listen or watch as we discuss:
- Why firing coordinators doesn't eliminate the need for coordination
- The dangers of "spreadsheet-driven development" (SDD™)
- How informal hierarchies and politics emerge when formal authority is removed
- The impact of removing middle management on mentorship, sponsorship, and career growth
- How to actually flatten an org, when necessary

We're pulling out all the stops (and the research) as we review Google's failed "no manager" experiment from 2002, revisit the book Team Topologies, and discuss the recent trend towards a Chief of Staff type role. If you are a leader considering a reorg or a developer wondering why your meetings are getting more chaotic, this episode is for you!

#ProductManagement #Leadership #TeamTopologies

Team Topologies by Matthew Skelton and Manuel Pais, Google Project Oxygen, Fortune article "Executives are drowning. Blame the vanishing middle management layer" by Lily May Lazarus, Zappos Holacracy, Arguing Agile Episode #67 (Team Topologies), Arguing Agile Episode #250 (AI ROI)

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)

AI product manager jobs are everywhere - but are they really different from regular PM roles?

In this episode of Arguing Agile, Product Manager Brian Orlando and Enterprise Business Agility Consultant Om Patel wade deep into the muck-filled pool of hype vs. reality around AI-specific product management roles.

Listen or watch to join us as we do the dirty work of discovering if most AI PM job descriptions are just copy-pasted PM responsibilities with 'AI' slapped on top, or if there's real insight to be found!

Stick around past the buzzword bingo to learn:
- the 'find and replace test' for job descriptions
- the meaning behind "probabilistic vs. deterministic"
- the real AI-specific skills that matter
- how a 20-50% salary premium (and beyond) are justified
- why we think continuous learning beats specialization

Whether you're a product manager considering rebranding or a hiring manager crafting job descriptions, this episode will help you cut through the noise.

#ProductManagement #AIPM #CareerDevelopment

Marty Cagan: Inspired: How to Create Tech Products Customers Love, The Lean Startup, Sinan Aral: The Hype Machine, Teresa Torres: Continuous Discovery Habits

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)

AI had little to no impact on productivity in the past 3 years.

This was according to a National Bureau of Economic Research survey released in February 2006 of 6,000 CEOs and executives across the US, UK, Germany, and Australia.

Instead of throwing fruit at us, watch or listen as Enterprise Business Agility Consultant Om Patel and Product Manager Brian Orlando discuss why it won't be the loudest Silicon Valley CEO helping us make the most out of these new tools and technology, but boring old process improvement and org design!

Yes, the current research-backed consensus (we review more such articles and research) is that AI adoption doesn't lead to productivity gains, but executives are going to still buy it anyway - they've got "positive vibes." 🤡

So that leaves us to figure it out... and figure it out is exactly what we do, by discussing:

• Why Executives Won't Stop The Adoption
• When AI Becomes the Unquestionable HiPPO
• Are We in the J-Curve, or a New Baseline
• Deming & Goldratt 101 (Automating a Broken Process)

That's right! Tired of hype and want to understand WHY there's no productivity increases? This is the episode for you!

#ArguingAgile #AIParadox #Leadership

REFERENCES
Fortune Article (Feb 2026), Financial Times S&P 500 Analysis (Sept 2025), METR Study (Jul 2025), Workday Study (Nov 2025), The Goal by Eliyahu Goldratt, Out of the Crisis by W. Edwards Deming

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)

Is Amazon's famous leadership principle being weaponized against you?

Join Product Manager Brian Orlando and Enterprise Business Agility Consultant Om Patel as we talk about how "disagree and commit" becomes "shut up and obey" in most companies.

Watch or listen as we discuss one of tech's most misunderstood management concepts, covering topics such as:

• Difference between Amazon and Your Company
• Red flag phrases
• Why psychological safety is non-negotiable
• What happens when smart people stop pushing back
• The OnE lEaDeRsHiP tRiCk managers hate

Additionally, drawing on research and experience, we build a framework for protecting yourself and your team from toxic decision-makers attempting to lift-and-shift the walls and roof of "disagree and commit" without the foundation. That's right - practical, diagnostic questions and actionable strategies to distinguish legitimate debate from leadership cowardice!

#ProductManagement #AgileLeadership #WorkplaceCulture

Google's Project Aristotle (2012-2014), Organizational Cynicism by James Dean Jr., Pamela Brandes, and Robbie Darwadkar (1998), Understanding and Managing Cynicism about Organizational Change by Rikers, Wanous, and Austin (1997), Arguing Agile Episode 243: How Corporate Turns Good People Bad, Jeff Bezos 2016 Letter to Shareholders

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)