Two large cloud platforms prepared assisted coding announcements at their conferences in the period, targeting a category where model makers moved first.
The category's value exceeds its direct market. Coding tools are a gateway: whoever chooses where the assistant runs tends to drag along where code executes, is stored and is billed.
Platforms hold a structural advantage in that contest, which is already being inside the company, with a signed contract, integrated corporate identity and consolidated billing. Adding a line to an existing contract is easier than onboarding a new supplier.
Model makers hold another advantage: they control the model and can shape the product around what it does best, without depending on a public interface or a third party's update cycle.
For anyone choosing tools, the competition is good news and the criterion doesn't change: measure completed tasks end to end on the real codebase, including time to install dependencies, run tests and fix.
