OpenClaw Dashboard brings live cost monitoring

OpenClaw's biggest pain point is not raw capability but operator visibility, and this project tackles that head-on. A lightweight dashboard that turns agent costs and health into something readable is exactly the kind of infrastructure the OpenClaw ecosystem needs as deployments get messier.

• –Live spend tracking and per-model cost breakdowns are the right feature to lead with because OpenClaw users are already feeling real token-cost pain
• –The zero-dependency Go binary is a strong distribution choice for self-hosters who want observability without adopting a full monitoring stack
• –This is more than a pretty UI: it also covers cron jobs, agent hierarchy, system metrics, recent activity, and chat over live dashboard data
• –Rapid March 2026 releases suggest the maintainer is shipping fast, which is useful in an ecosystem where the underlying OpenClaw platform is evolving quickly