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You're wiring an agent to debug failing tests by trying fixes one at a time. Which control pattern best matches the classic agent loop?
Reason about the current state, take one action, observe the result, then decide the next step and repeat
Generate a full step-by-step plan upfront, then execute every step in order without re-evaluating
Plan all tool calls in parallel using placeholders for unknown results, then synthesize once at the end