Pradyumna Kaushal

How Modern Systems Actually Understand What We Mean I keep running into the same problem when I build search into products. Users type things like “show me cheap apartments in a safe area near my office” and my poor database only knows how to answer "SELECT * FROM apartments WHERE title ILIKE '%cheap%' AND description ILIKE '%safe%' …" The gap between what people say and what databases understand is exactly where “keyword search” and “intent based search” diverge. In this post I want to unpack: What ke...

How to let agentic browsers fill your forms while blocking realistic bot spam Agentic Browses There is a funny tension in 2025. On one side I want my AI tools to fill forms for me. Browsers like Comet or ChatGPT Atlas can read a page, understand the fields, and type in my real information while I sit back. On the other side I do not want other bots to abuse the same form, flood it with realistic looking fake entries, and ruin my database. So the real question becomes: How do I let my bot in while keeping...