Connection Pool Ceiling Should Not Wait for a Redeploy — Dataops Live Posture

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Summary

This article presents Kiponos as a live operations platform for changing runtime settings without redeploying code. It focuses on a connection pool ceiling use case and shows how the SDK keeps policy values in memory while receiving WebSocket updates from the hub. The piece emphasizes operational control, auditability, clamps, and fail-closed behavior for critical paths. It also positions the product as a way to avoid sidecar overhead and reduce incident friction for data operations teams.

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