Vamshi Reddy

This is a sharp idea — most teams only discover their system design flaws after deploying to production and watching things break under real load. We went through exactly this scaling our internal automation infrastructure. The simulation-first approach could save a lot of painful debugging. Curious about the learning curve for non-engineering founders who need to spec out systems but aren't...

Interesting take on conversational website experiences. We tried adding chat widgets to our B2B services site a couple years ago and the biggest challenge wasn't the tech — it was training the bot to handle the 80% of visitors who aren't ready to buy yet without being pushy. How are you thinking about the balance between engagement and not annoying visitors who are just browsing? Also curious...