alt.hn

6/29/2026 at 3:59:55 AM

From Prompts to Loops: Building Autonomous Coding Agents

https://animeshgaitonde.medium.com/from-prompts-to-loops-building-autonomous-coding-agents-6135bf880415

by animesh371g

6/29/2026 at 9:55:26 AM

I'm intrigued by this idea, and plan to test it to build a new product that is a sibling of an existing one, but with a different targeted purpose. I believe it's verifiable enough to try a goal oriented approach but I'm slightly nervous about this all just being a way to get us to burn the next order of magnitude in tokens!

by james_ross

6/29/2026 at 4:36:12 PM

If you closely work on it, set the right limit, it's unlikely to burn more tokens. There's an obvious downside to using it which is burning tokens - but if you design the loop very well, it's less likely. In fact, that's what Loop Engineering is all about.

by animesh371g