Automated scam checking on Leboncoin: harder than it looked
A prototype scam detector for Leboncoin listings, and two reality checks that reshaped the project along the way: the architecture, then the photo signal itself.
August 30, 20264 min
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Product Strategy
6 articles
Before building multi-stop delivery, we checked if the problem actually existed
A request kept coming up verbally. Before prioritizing it, we cross-checked that signal against real usage data: ~10% of orders, 15 clients affected. A product decision retrospective from Marion Livraison.
August 13, 20263 min
Why I Chose This North Star Metric for Marion Livraison
In a construction delivery business, the North Star Metric isn't chosen the same way as at Spotify or Airbnb. A look at why I chose the on-time delivery rate within the promised window.
November 12, 20254 min
The Difference Between a Good and a Bad Product Manager
How a good PM generates more revenue, balances user satisfaction and profits, and masters product priorities.
July 22, 20252 min
Escaping the Build Trap: an essential book for product managers
A reflection on 'Escaping the Build Trap' and its impact on product management philosophy, in the context of AI.
June 3, 20252 min
Technical PM: what it really means
Being a PM with a technical background is more than having written a few lines of code. Here's what it actually changes day-to-day.
May 14, 20252 min