Ovren frames coding agents as developers you assign work to: frontend and backend agents that read the existing codebase, carry out a task and return changes meant to be shippable rather than illustrative.
Understanding the existing codebase is the part that decides whether this works. Generating code in isolation is solved; producing a change that matches an established codebase’s conventions, structure and assumptions is the hard problem and the reason most generated code needs rewriting.
Pricing renders client-side. The framing overstates what agents do, since production-ready is a claim about review rather than generation, and every change still needs reading before it merges.
