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Artwork for Habit Machine: AI Product Management

Habit Machine: AI Product Management

Vladimir Dyachkov PhD
Artificial Intelligence
Product Management
Design Thinking
Agile
Lean Startup
Lean Validation Loop
Agile Methodology
Jobs To Be Done
User Research
Launch Strategy
Hierarchy Of Human Needs
Minimum Viable Product
Concierge Test
Build-Measure-Learn
Two-Week Sprint
Validated Learning
Organizational Architecture
Two-Week Loops
Behavioral Telemetry
Activation and Retention

AI changes everything. But human nature stays the same. Learn to build products that respect attention, reduce friction, and earn repetition. AI has turned product management upside down. Static interfaces are dying. Users now expect products that anticipate, adapt, and execute without asking. The old playbook — roadmaps, backlogs, stakeholder alignment — still exists. It's just no longer enough t... more

PublishesTwice weeklyEpisodes18Founded3 months ago
Number of ListenersCategories
ManagementBusiness

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Artwork for Habit Machine: AI Product Management

Latest Episodes

Episode 21: The Next One | Habit Machine Podcast

Why Normality Is Engineered, Not Hoped For, and How to Know When Your Product Has Actually Become a Habit

Episode Overview

Downloads climb. Daily active users look healthy. But is that growth real, ... more

Episode 18: The Institutional Layer | Habit Machine Podcast

Episode 18: The Institutional Layer | Habit Machine Podcast

How Products Become Invisible Infrastructure That Society Can’t Unthink

Episode Overview

The highest success is not being... more

Episode 17: Need-Signal Alignment | Habit Machine Podcast

Why Relevance Beats Innovation, and How to Map Your Product Signal to the Actual Human Need

Episode Overview

A sharp signal that misses the real human motivation is just noise. This episode... more

Episode 16: The Signal That Rewires Habits | Habit Machine Podcast

Episode 16: The Signal That Rewires Habits | Habit Machine Podcast

Why a Launch Is a Behavioral Proposition, Not a Marketing Campaign

Episode Overview

Most products don't fai... more

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Frequently Asked Questions About Habit Machine: AI Product Management

What is Habit Machine: AI Product Management about and what kind of topics does it cover?

The show dives into how AI is reshaping product leadership, shifting the focus from traditional roadmaps and backlog management to behaviors, systems thinking, and rapid, data-informed experimentation. Across episodes, hosts discuss turning AI insights into practical product decisions, elevating telemetry, experimentation, and behavioral design as core capabilities. They emphasize building products that anticipate user needs, emphasize adoption and retention, and align marketing, design, and engineering to reinforce durable value. A recurring thread is the move from feature wars to habit formation, data gravity, and ecosystem leverage as durable defenses in AI-enabled markets. Notable ideas include reframing product leadership as a behavior... more

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1. AI Product Management
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Habit Machine: AI Product Management launched 3 months ago and published 18 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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