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Curated tech Twitter/X posts on AI, startups, and product development—signal without the doomscroll, updated on weekdays.
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Your org chart tells you who reports to whom. It tells you nothing about who actually knows what. @mshcheglov1 CPO at OLX Classifieds, built a knowledge graph of his company over five months and put a number on top of it that I have not seen anyone else track. Product context coverage, currently 54%. That number means the system understands their industry, their market, their business model, the top line and bottom line and the drivers behind both, their customers and what those customers…
Agents are building most of the features at OLX Uzbekistan. Mikhail Shcheglov (@mshcheglov1) is the CPO there, and over the last 5 months he built an entire company operating system on top of OpenClaw and Hermes. He doesn't read his email anymore. The agent does, and pings him only when something's urgent. It also screens stakeholder feature requests before they reach a PM, and it updates the Figma design system on its own. Then he open sourced the repo. We discuss: 🔶 The knowledge graph his whole company runs on 🔶 Why summarizing transcripts cost him 25% recall 🔶 The agent that kills bad feature requests 🔶 The "board skill" that pokes holes in your deck 🔶 Why the CPO should own this, not an AI ops hire 🔶 The one question that spots AI-native PMs Watch the full episode 👇 https://youtu.be/zocznD8Z-6k