Quoting Georgi Gerganov

Georgi Gerganov explains why local models fail for coding agents: the pipeline from user input to result involves fragile, independently-developed components—harness issues, chat templates, prompt construction quirks, and inference bugs—creating subtle failures throughout the stack. The fundamental challenge is architectural: consolidating this distributed stack into a reliable whole remains unsolved.