Right now everyone is installing: • Claude Code • n8n / MCP tools • skill files * Prompt hacks *OpenClaw mac mini setup It works great… for the first few weeks. Then things start getting messy. Not because the model is bad. Because the control layer doesn’t exist. Here’s what starts happening once you deploy across real businesses: 1️⃣ Prompt drift Skills get edited. Clients ask for tweaks. Soon no one knows which version is running where. --- 2️⃣ Tool chaos Every business has different integrations. CRM Calendars Messaging APIs Internal databases Fixing one deployment quietly breaks another. --- 3️⃣ No memory discipline Each run is smart… …but nothing compounds. Insights disappear. Mistakes repeat. --- 4️⃣ No governance layer When something goes wrong operators ask: • Why did the agent do that? • Which version ran? • What changed? Most stacks can’t answer. No execution trace. No HOLD state. No audit trail. --- To be clear — this isn’t Anthropics fault. Claude Code is a builder tool, not a control plane. The real challenge isn’t building agents. It’s managing them once they scale across multiple businesses. We’ve been quietly testing a few reusable AI workers under beta with operators experimenting with: • multi-client deployments • franchise installs • reusable stacks across businesses Curious how many deployments people are managing #agentsprawl