Pairing Claude Code with Local Models
Local fashions in 2026 are ok. For the duties Claude Code handles every day: code completion, refactoring, debugging, codebase rationalization; a well-chosen quantized mannequin operating regionally covers the overwhelming majority of actual use circumstances at zero per-token price and with no price limits.