Struggling with this at the moment too - the second you have a task that is a blend of CI style pipeline, LLM processing and openclaw handing that data back and forth, maintaining state and triggering next step gets tricky. They're essentially different paradigms of processing data and where they meet there are impedance mismatches.

Even if I can string it together it's pretty fragile.

That said I don't really want to solve this with a SaaS. Trying really hard to keep external reliance to a minimum (mostly the llm endpoint)