Building Reliable Long-Horizon Agents: A Survey

Published in Preprint, 2026

Building Reliable Long-Horizon Agents surveys how long-horizon capability should be defined, measured, evaluated, and engineered across the full agent system. It covers model design, harness design, environments, benchmarks, reliability, recovery, and evaluation protocols.

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