A few weeks ago, we handed an AI agent one of the scariest jobs in infrastructure: moving huffl’s production backend from Supabase to DigitalOcean.
Three layers, all config: how DigitalOcean Managed Agents enforce NVIDIA OpenShell-aligned boundaries

From the official release
huffl.ai is a real product. Underneath it sits 31 tables, 145,432 rows, three storage buckets, and about 31,000 vector embeddings. A DigitalOcean Managed Agent did the migration, directed from a phone in plain chat. It provisioned the database, loaded the access policies, mapped every Supabase feature to its DigitalOcean counterpart, and verified the data table by table.
There is something magical about watching that happen. A message typed while waiting for coffee. A decision made between meetings. No laptop, no terminal, no maintenance window. By the end of the week the backend had moved, and nobody worked a late night.
This is a short excerpt. Read the full announcement on the official source.
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