If you're interested in driving coding agents with code, check out the OpenHands Software Agent SDK [1]
We need to define agents in code, and drive them through semi-deterministic workflows. Kick subtasks off to agents where appropriate, but do things like gather context and deal with agent output deterministically.
This is a massive boost in accuracy, cost efficiency, AND speed. Stop using tokens to do the deterministic parts of the task!