$ls-ltwriting/
see all →meet erpnext copilot
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.
Your session is a budget, not a chat
Codex, Claude Code and Gemini CLI all rot the same way and recover differently. Here is the session discipline that keeps long agent runs usable.
your next employee already knows everything
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 built my group an ai ops team that lives in telegram
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.
vibe coding is just engineering with the friction removed
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.