How I Built a Notion 'Agent Ops' Dashboard for My Side Projects (No Fancy Backend)

If you use AI daily (Copilot, chat assistants, agents, whatever) you’ve probably noticed the real bottleneck isn’t model quality anymore — it’s operations . Where did I put that prompt that worked? What did the agent actually change? Which tasks are recurring and should be automated? How do I keep a clean audit trail so Future Me can debug this? Notion’s recent push into Custom Agents and developer-friendly markdown-based content APIs makes this a great moment to build a simple “Agent Ops” dashboard in Notion: a place to manage AI-assisted work like you manage code. This article shows a practical setup you can copy in 30–60 minutes. Note: Notion has been introducing Custom Agents that can route tasks, answer questions, and generate status updates across connected tools like Slack/Mail/Calendar, with reversible changes and enterprise controls ( Releasebot’s Notion timeline ). What is “Agent Ops” (for a solo dev)? Think of it like a lightweight version of MLOps — but for your personal wo