A battle-tested guide to deploying FlowKunda (a Claude Code orchestrator) on a Linux VPS. Covers every root-user issue we hit, how we fixed them, and a complete step-by-step setup guide.

We built two agent templates — one in structured markdown, one in compressed key=value notation — and measured which format actually saves tokens for Claude’s system prompt. The answer isn’t what you’d expect.

The architectural journey from a single-day CLI wrapper to an 18,700-line multi-agent command center — tracing the technical evolution across three releases and 53 commits.