One developer. One machine. One controlled loop.

The shape of the day

• A local open-source runtime handles routine refactors, lookups, and small fixes — free, offline, fast.
• BYO-key cloud lane reserved for genuinely hard problems where the local model falls short.
• Validation gates catch regressions before they reach the next commit.
• File-level checkpoints undo any loop that went sideways.