Harbor Standardizes Agent Eval and RL Rollout Contracts, Tackling Three Real-World Benchmark Failures
rseroter · x · 2026-10-06
Harbor is a framework that standardizes LLM evaluation and RL rollout contracts, arguing evaluation matters well beyond frontier labs. The article covers why eval matters for everyone, how Harbor standardizes the eval/RL rollout contract, the three practical problems that break agent benchmarks in the wild, and what the new harbor-gke-ext extension adds. Useful for teams doing agent eval engineering.
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