I've spent 150 hours over the past year building agents on top of OpenClaw, NanoClaw, LangChain, using MCPs, n8n, Apify, and the rest of the automation/LLM stack we plow through for our PE clients, using DevriX and Growth Shuttle as a sandbox.
It's been painful. Thread: