Observed arrival · 2026-09-16
Emendra’s replayable world for AI agents
Emendra turns production traces into isolated staging environments where teams can replay real customer requests against a changed AI agent.
Field notes
Emendra describes a testing workflow built from OpenTelemetry traces rather than hand-maintained mocks. It says those traces are used to reconstruct the systems an agent calls, synthesize their data, and replay customer workflows in an isolated copy. The examples cover operational requests such as refunds, duplicate charges, damaged deliveries, subscription pauses, and password resets. The company states that deployment occurs inside a customer’s VPC, with installation handled over SSH.
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