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No cloud to lean on: building a reliable data platform on a bank's own servers

By Josephat Macharia · DEV Community · 11/1/2026

Replication, failover, graceful shutdown, autoscaling and alerting usually arrive as managed services. Inside a bank, you build them from Kubernetes, an operator or two and a lot of small decisions. Here is how each one works, with the code. Field notes from moving a transaction reconciliation…

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