GitHub Copilot goes down on a Tuesday afternoon. You’re mid-feature, context loaded, and suddenly the autocomplete suggestions stop. You refresh. You wait. You check the status page. Partial outage. No ETA.

Or maybe it’s a different kind of Wednesday — the one where HR sends a …

Your head of platform forwards a one-line email from the CISO: “Can we run a code model ourselves instead of sending source code to a vendor?” You already know the shortlist. You’ve read the benchmarks, pulled a couple of models into Ollama on your workstation, and watched one of …