Let the agent keep the plan
On the matter of loops, I give you my 12 months old slop blog post. Let's call it a "proto-loop". We were much more innocent back then.
https://mariozechner.at/posts/2025-06-02-prompts-are-code/
— Mario Zechner (@badlogicgames), 9 June 2026
I discovered that I’m (unsurprisingly) a very predictable person over longer periods of time.
So I pretend I don’t know what to do next and ask the agent every time. It updates the plan, and I mostly make small adjustments along the way.
Of course, sometimes I have to stop and write a lot of profanity. But most of the time it works surprisingly well and even suggests ideas I wouldn’t have arrived at as quickly myself.
The funny part is that models like GPT-5.5 are already good enough at understanding my habits that I can communicate in increasingly caveman-like language. I have prompt-template shortcuts for many common interactions, and I keep making them shorter and more cryptic. These days I often type just a few letters and let the rest unfold from there.
I’m gradually formalizing the process and will probably write about it soon.