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Ask a coding agent which Python version to upgrade to from 3.11, and it picks one from memory. It cites a few changes from that version’s release notes and calls the upgrade straightforward.
You ship an agent. It runs in production, sessions start and finish, and the dashboards stay green. But then a user mentions that they spent ten minutes retrying the same failing command with slightly different arguments before giving up...
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. huffl.ai is a real product.
Prompt caching is now generally available on DigitalOcean Serverless Inference, across supported models in our open model catalog, with no changes to your request code required.
You ship an agent. It runs in production, sessions start and finish, and the dashboards stay green. But then a user mentions that they spent ten minutes retrying the same failing command with slightly different arguments before giving up...
Blogsby Glyph