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Rolling out agents behind evals — an operator’s playbook
Concrete staged-rollout playbook with numbers — but the claimed win rates are not yet source-linked.
LinkedInJul 1, 20264 min
Source Summary
Operator describes gating an internal agent behind a 40-case eval, canarying to 10% of tasks, then expanding. Claims 30% fewer escalations.
Practical Implication
The staging pattern is reusable today; treat the win-rate numbers as unverified until the promised write-up lands.
Agent-Ready Context
Staged agent rollout: gate behind eval set, canary 10% of tasks, expand on pass. Pattern is sound; the 30% improvement claim is unverified.
Labels
EvalsWorkflow AutomationGeneric AgentImprove Agent ReliabilityWrite Research Brief
Uncertainty
Win-rate numbers not source-linked; write-up promised but not published.
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