OpenClaw costs spark budget backlash

This is less a bug report than a warning that autonomous agents still have a pricing UX problem. OpenClaw looks powerful, but always-on assistants get expensive fast when model selection, background activity, and context growth are not made legible up front.

• –OpenClaw is an open-source personal AI assistant with multi-channel messaging, voice, browser control, and automation, so it naturally creates more chances to spend tokens than a simple chat app
• –The complaint is fundamentally about observability: users want per-action cost previews, better usage alerts, and clearer reporting on which model or fallback path got used
• –Cost blowups are especially painful with premium reasoning models, where heartbeats, looping behavior, and high-thinking settings can quietly multiply output tokens
• –This kind of discussion matters because agent adoption will depend not just on raw capability, but on predictable operating cost for hobbyists and power users alike