Arrange Act Assert

Jag Reehals thinking on things, mostly product development

Tag: isolation

1 post tagged “isolation”.

Request-Level Isolation? Autotel Propagates Context Automatically

16 Jan 2026

The CNCF team is spot on in their Testing Asynchronous Workflows using OpenTelemetry and Istio post.

Request-level isolation is the most cost-effective approach.

They make the case against duplicating infrastructure for testing. Instead of spinning up separate Kafka clusters per tenant, use OpenTelemetry Baggage to propagate tenant ID through async flows. Consumers filter by tenant ID. Istio handles routing.

We've all been there: every team has their own "staging Kafka" and costs balloon.

Their key insight:

Use OpenTelemetry Baggage to propagate tenant ID through sync and async. When publishing to Kafka, producers inject trace context (including baggage) into message headers; consumers extract and make routing decisions.

But there's still a gap...

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