Observed arrival · 2026-08-27
TOVANA Gives Agents a Second Opinion
TOVANA presents measured outcome signals that agents can check before dispatching tasks, changing infrastructure, issuing discounts, or taking other consequential actions.
Field notes
The page organizes its proposal around eight decision surfaces rather than a general-purpose chat assistant, including merge risk, stockout timing, VM downsizing, and agent dispatch. It describes a state-and-action input followed by a comparison with similar historical outcomes, with a refusal path when no close match exists. The examples cite datasets ranging from 37,000 production VMs to 30 million production requests, although the extract does not expose the underlying methodology or records.
Observed signals
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