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How routing keys isolate Kafka consumer tests on a shared broker

A change to a service that consumes from Kafka is not validated until it has run against the real system: The post How routing keys isolate Kafka cons…

Data StreamingDeveloper toolsSoftware Testingsponsor-signadotsponsored-post-contributed
The New Stack Jul 25, 2026, 13:00 UTC
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Greptile, Cursor, and Devin agree that agents should run their code. What they run it against matters.

The industry has recognized that shipping agent code at scale requires runtime verification, and it is moving that way fast. The post Greptile, Cursor…

AI AgentsCloud Native EcosystemSoftware Testingsponsor-signadotsponsored-post-contributed
The New Stack Jun 27, 2026, 15:00 UTC
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CI wasn’t built for coding agents. Here’s what comes next.

For years, integration tests have lived inside CI pipelines, triggered on push and answered ten, twenty, or thirty minutes later. The post CI wasn&#82…

AI EngineeringCI/CDSoftware Testingsponsor-signadotsponsored-post-contributed
The New Stack May 21, 2026, 14:30 UTC

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