Fighting Web Scraping in 2025 – it’s never done
Web scraping has existed as long as the internet itself. From classifieds to car listings to professional networks, any site with valuable public data has been a target. But a…
Inverted PMs work in Security, Abuse, infrastructure, quality and other areas that often aren't noticed. Everything is different: our strategy, our users, our personas, our metrics and our impact.
Experience centric patterns
Defensible architecture
Web scraping has existed as long as the internet itself. From classifieds to car listings to professional networks, any site with valuable public data has been a target. But a…
💡 Strategic Friction: Using Cost to Defend Against Abuse In the world of security product management, success often means nothing happens. No breaches, no fraud, no headlines. But behind that…
What is an Inverted Product Manager? The concept of the inverted product manager revolves around professionals dedicated to ensuring safety within organizations. Unlike traditional product managers who often celebrate product…