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Human Generated Thoughts
Personal opinions and thoughts about tech, product management, startups, AI, and investing.


Using AI Assistants for Product Discovery
One interesting thing about adding an AI assistant to a product: you suddenly see how your users think. I recently added the EcoMoat AI assistant . It’s still very early. I’m still forming my conviction about how valuable the assistant can be for investors. But one thing became clear immediately. The assistant gives me direct access to what investors are actually trying to understand. Not surveys. Real questions. (Anonymous of course, I’m looking at patterns, not people.) Thi

Michael Shmilov
Mar 5


Advising vs. Building: What Product Looks Like From the Outside
For years, I was inside. VP Product. CPO. Deep in execution, living the roadmap, fighting fires, shipping features, and negotiating trade-offs. Now I sit in a different seat; advising companies while still building my own. And the shift in perspective is profound. And when I say building, I don’t mean carpentry, even though I’ve recently developed a midlife hobby for that too. When you’re inside one company, product feels tactical. Urgent. Specific. When you step outside and

Michael Shmilov
Feb 18


When AI Makes Building Easy, Product Thinking Gets Harder
Over the past year, something fundamental shifted. With AI, vibe-coding, and increasingly capable assistants, building software has become dramatically easier. I’ve seen it firsthand while working on EcoMoat and with my customers and partners while practicing hands on advising. I can prototype in hours. I can refactor architecture faster than ever. I can spin up new endpoints, experiments, even entire flows in a fraction of the time it used to take to teams. Execution frictio

Michael Shmilov
Feb 16


Telegram, Freedom, and the Uncomfortable Truth About Blocking
Yesterday, Pavel Durov published a strong statement about governments trying, and failing, to block Telegram. According to him, Russia is now repeating what Iran attempted eight years ago: restrict Telegram to push citizens toward a state-controlled, surveilled alternative. His conclusion is clear; restricting freedom never works, and Telegram stands for privacy and free speech, no matter the pressure. As a Telegram user, I genuinely love the product. But as someone who has s

Michael Shmilov
Feb 12


Thoughts on Product Management in the AI Era
Even with AI everywhere, skyscrapers aren’t building themselves. And neither are products. While advising founders, CTOs, and fellow product leaders over the past few years, I’ve noticed a quiet shift. The product manager role isn’t disappearing, but it’s definitely evolving. And fast. Working on EcoMoat has pushed me deeper into this shift. AI helps me code faster, architect better systems, and even automate DevOps. I can prototype ideas in hours, not weeks. But when it com

Michael Shmilov
Feb 8


Ray-Ban Meta Glasses: A Step Into the Future, But Which One?
Ray-Ban's Meta AI glasses I’ve wanted the Ray-Ban Meta glasses for a while now, and during a recent family trip to Paris—somewhere...

Michael Shmilov
Apr 13, 2025


More Efficiency, Less Control
I’m constantly amazed by how much time AI saves me these days. Whether it’s helping me write emails, better understand things, make...

Michael Shmilov
Mar 7, 2025


BeeHero, AI, and the Future of Work: Learning from a Pollination Powerhouse
I recently listened to another great episode of Aviv Frenkel’s podcast, in which he interviewed Yuval Regev (CTO and Co-Founder of...

Michael Shmilov
Mar 4, 2025


New Chapters & Open Roads: An Update on My Journey
I just finished updating my website to better reflect what I’m working on these days. Over the past few months, I’ve taken a step back...

Michael Shmilov
Feb 24, 2025


Efficiency at Scale
Product managers are juggling countless responsibilities, from feature prioritization to customer feedback analysis. Can AI help us...

Michael Shmilov
Sep 30, 2024


Whose Decision Is It?
One of the toughest tasks as a manager is firing a team member, especially when the decision isn’t fully yours. You understand the...

Michael Shmilov
Sep 30, 2024


Thoughts on Metaverse
In the past months, the world has been talking about the Metaverse - below are my thoughts on the Metaverse and what it means for us in...

Michael Shmilov
Nov 28, 2021


No Voice
Earlier this week, I return from a business trip to the US. I have visited NYC for three days and then San Francisco for another three...

Michael Shmilov
Nov 5, 2019


The first true Tesla competitor is here?!
Jaguar’s new electric SUV is cheaper than a Tesla Model X or S - since the I-Pace is Jaguar’s first all-electric car, it has plenty of...

Michael Shmilov
Mar 6, 2018


The short message service is 25 years old
This first SMS sent 25 years ago from a computer and wished merry Christmas. In the beginning, phones could only receive text messages....

Michael Shmilov
Dec 4, 2017


Rest.
New music. Something I was very much excited about in the past. New singles, albums, remixes, versions, duets, stories, etc. Streaming...

Michael Shmilov
Nov 27, 2017


Autonomous Cars; Sooner or Later?
There is a lot of excitement around self-driving cars and for many good reasons. Self-driving cars are cool. Very cool. Self-driving cars...

Michael Shmilov
Nov 8, 2017


Should We Expect Talking Cars?
Earlier today, Toyota announced it will begin testing self-driving electric cars around 2020 and use artificial intelligence (AI) to...

Michael Shmilov
Oct 16, 2017
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