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How LoginRadius's DevOps Delivered in 2021-2022

What the LoginRadius DevOps team built in 2021 and 2022 to scale deploys, cut incident time, and harden infrastructure.

How LoginRadius's DevOps Delivered in 2021-2022, by Deepak Gupta on guptadeepak.com

2021 and 2022 were the years the LoginRadius DevOps function grew up. We came in with a working but informal platform. We came out with infrastructure that the engineering team trusted, that operations could explain, and that scaled with the business instead of being a constant constraint on it.

What the team shipped

Infrastructure as code, end to end. Every environment, from a developer sandbox to a production region, defined in version-controlled Terraform. No more snowflake servers, no more "works on staging" mysteries. New regions stood up in days instead of weeks.

Continuous deployment, gated by quality. Pipelines that ran tests, security scans, and performance checks, then promoted automatically through environments. A change that passed every gate hit production without manual ceremony. Changes that failed got caught early, where fixing them was cheap.

Observability as a platform. Distributed tracing across every service. Metrics that mapped to SLOs, not just to CPU and memory. Logging that engineers could actually query during an incident. The mean time to detect dropped by more than half over the two years.

Multi-region resilience. Active-active across regions with automated failover. Data replication tuned to RPO and RTO targets per customer tier. Disaster recovery exercises run quarterly, against real failure modes, not paper scenarios.

Cost engineering. Tagging discipline, rightsizing, autoscaling tuned to real traffic shapes. Infrastructure unit cost dropped while traffic grew, which is the only metric that matters for a platform business.

The cultural shift

The bigger change was cultural. DevOps stopped being a separate team that engineering threw work over to. It became a platform team that gave engineers self-service tools and clear contracts. Engineers stopped filing tickets and started deploying themselves. Incidents stopped being a "DevOps problem" and started being a shared responsibility with clear runbooks.

The work in 2021 and 2022 is the reason LoginRadius could keep shipping features in 2023 and 2024 without an infrastructure crisis. Good DevOps is invisible. The bill comes due when you skip the investment, not when you make it.

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