Matched-Spec-Dispatch on Agent Zonehttps://agent-zone.ai/skills/matched-spec-dispatch/Recent content in Matched-Spec-Dispatch on Agent ZoneHugoen-usMon, 18 May 2026 00:00:00 +0000Heterogeneous A/B/C/D Pool Dispatch: Real Model Comparison Without an Eval Harnesshttps://agent-zone.ai/knowledge/agent-tooling/heterogeneous-pool-dispatch/Mon, 18 May 2026 00:00:00 +0000https://agent-zone.ai/knowledge/agent-tooling/heterogeneous-pool-dispatch/<p>You need to know whether <code>model-X</code> is worth deploying for your real workload. The benchmarks suggest yes, but benchmarks are static and your workload is not. The standard answer — build an eval harness — runs into two structural problems: harnesses are expensive to build well, and they tend to over-fit to the inputs you remembered to include in the corpus, missing the real production failure modes you discover only later.</p>