Hi, I'm Dovik.

the ai copilot i've been building for erpnext. it actually does real work — queries, documents, reports, all permission-aware. here's where it's at.

i talk to one agent and it talks to all my self-hosted tools. then i built a full agentic ai workforce for a client on erpnext. the shift is not that ai writes code. it is that clear instructions build real systems now.

i stretched openclaw into a multi-persona ops team for the group i run. one agent per department. each with its own name, its own corporate email, its own scoped erpnext user, its own telegram bot. wired into erpnext and zabbix. this is what actually runs.

ai didn't replace engineering. it collapsed the typing layer around it. here's a five-question test for whether you're still doing the engineering part.