AgentsAug 24, 2026research watch
Prime Agent paper explores self-improving long-horizon agent harnesses
The research looks at agent systems that can improve their own task-solving process, a theme central to long-horizon autonomy.
Why it matters: Long-horizon agents need better planning, feedback, and tool-use loops before they can be trusted with complex work.