A very long post about a simple and very obvious idea with many different implementations.

The three main problems are 1) API usage is deadly expensive 2) Claude is about to make all automation very expensive 3) all the flows where a model has the initiative are strictly biased towards unwarranted stops (checkpointing).

Also, I won't call that "backpressure", there is no producer-consumer disbalance or something similar. From what I can see, the author just proposes a structured feedback loop. That's a discussion about organizational principles for system which consist of multiple unreliable but very complex components and this "backpressure" is just one of the aspects. Personally I find the viable system model framework productive as both a mental model and literal implementation guideline.

Lesser problem is that agent SDKs are bad and building a custom harness is hard.

> all the flows where a model has the initiative are strictly biased towards unwarranted stops

Can you elaborate on what you think causes such a bias? My experience is that Qwen3.6, Claude Sonnet 4.6 and Opus 4.6/4.7 will work as far as they can given direction and a way to test their work. My so-far limited experience with Opus 4.8 is that it does stop somewhat earlier for feedback, but in places where I am glad it is checking assumptions or where I agree with it identifying a change in scope (for example, where the following work deserves a separate commit or merge request). I would call those justified stops rather than unwarranted.

Ask Claude! It will quote its constitution aka soulfile. It says the constitution instructs it to perform regular checkpointing no matter what.

https://en.wikipedia.org/wiki/Back_pressure

The problem is not "backpressure", that's just one of the tools and there are different approaches with the same effect.

You can't express orchestration in terms of "backpressure" only, I think.

Implement-Review-Repeat loop does not involve backpressure in the strict meaning of the term.

> 2) Claude is about to make all automation very expensive

Wait, what happened here??

They will charge use of -p and agent SDK at API rates since 14 June. So, x20..x50 price increase.