I think the future will be shaped by a combination of these rather than a single approach. Strong frontier models will remain important, but repository-aware AI, workflow integration, and deployment flexibility will likely determine how useful they are in real-world engineering teams. The platforms that balance intelligence with practical developer workflows will probably have the biggest impact.