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Hands-on checklist to run a ChatbotX developer instance, configure a minimal lead-capture flow (greet → contact → webhook), test integrations, and review production readiness.
Step-by-step guide to Ved-Test on GitHub for a self-hosted, offline voice assistant. Walk through a 2-4 hour POC, per-endpoint setup, costs and multi-room plans.
Tarit pairs a rust-vmm hypervisor and lightweight orchestrator to run self-hosted AI-agent sandboxes. Repo claims warm-pool acquire p99 ≈35ms and snapshot resume ≈80ms. See QUICKSTART.
Hands-on guide to self-hosting Styx, an MCP-native AI gateway that auto-routes requests (styx:auto) across 65+ models with live pricing. Setup, test routing, and POC tips.