Decoupled Framework Design for Test-Time Learning Agents
How modular framework design decouples TaskSpec environment contracts from HarnessSpec turn orchestration, inference backends, and parallel workers.
How modular framework design decouples TaskSpec environment contracts from HarnessSpec turn orchestration, inference backends, and parallel workers.