The article introduces CloudBase CLI V3, a redesign for AI agents that adds 15 top‑level commands, self‑explanatory help, JSON‑structured output, in‑terminal documentation, and demonstrates a complete end‑to‑end ticket‑system deployment using only the command line.
This guide walks you through advanced integration of AgentRun Browser Sandbox with BrowserUse, covering architecture, dependency setup, environment configuration, multi‑step task orchestration, VNC monitoring, sandbox lifecycle management patterns, security hardening, observability, cost‑optimization strategies, and production deployment with health checks and troubleshooting tips.
This guide walks you through deploying JD Cloud’s open‑source JoyAgent AI agent using the JoyAgent‑Genie image, covering host creation, firewall configuration, model and search engine setup, and service startup, enabling you to access the Genie interface via a public IP.
