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Read-only agents are still a data leak

calendar_today July 3, 2026 person Martin Buhr domain tyk

“It can’t mutate prod” isn’t the same as “it can’t hurt us.” That’s the line I want platform teams to print out and tape somewhere near the Kubernetes dashboard before the next wave of agent demos arrives with a cheerful chat box and suspiciously broad permissions. CNCF recently promoted a walkthrough for running a Kubernetes-aware […] The post Read-only agents are still a data leak appeared first on Tyk API Management .

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