AI Engineer YouTube · May 10, 2026

You can't just one shot it — Mehedi Hassan, Granola

You can't just one shot it — Mehedi Hassan, Granola video thumbnail
Why it matters

One-shotting is seductive. One line of code for web search. One prompt to serve every user. One deploy and you're done. Granola shipped a chat feature into their meeting notes app and found out what comes after that. This talk is a product engineer's honest account of why the gap between "it works in the playground" an

My takeaway: One-shotting is seductive. One line of code for web search. One prompt to serve every user. One deploy and you're done. Granola shipped a chat feature into their meeting notes app and found out what comes after that. This talk is a product engineer's honest account of why the gap between "it works in the playground" an