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Nov 2025
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8 Sat 02:45 PM – 05:30 PM IST
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Nanda Kishore
@none_da
Submitted Oct 15, 2025
In early 2024, Razorpay’s deployments lived peacefully in a single region - Mumbai. Life was simple until expansion to Singapore began. Suddenly, our “mostly standardized” Spinnaker pipelines - each with its own flavor of pre-checks, canary analysis, and secret sauce - turned into a spaghetti mess across 150+ pipelines (that too with only a subset of services). Manual edits, mislinked pipelines, and a checkout page outage later, we realized: leaving even a 0.6% chance of error in production is still too much chaos for comfort.
This talk is about how we turned that chaos into order by building standardized, policy-enforced, and template-driven Spinnaker pipelines. We’ll walk through how we codified deployment safety via Pipeline-Templates, built custom stages for Helm releases and multi-stage canaries, and implemented regional isolation with distributed Spinnakers. Along the way, we’ll share our lessons from migrating three regions (Mumbai → Singapore → US), introducing MCP (Prompt → Pipeline) tooling for self-serve adoption, and how this foundational work unlocked larger initiatives like Cell Automation and cross-region deployment safety. Think of it as infrastructure evolution told through the lens of ‘Ramayana for Pipelines’ - where chaos had to cross the ocean to reach production safely.
This session will resonate with DevOps engineers, SREs, platform teams, and infra architects who deal with multi-region deployments, Spinnaker at scale, or the “joys” of pipeline drift. If you’ve ever lost sleep over a mislinked pipeline - or want to prevent it before it happens - this one’s for you.
Nanda Kishore is a Software Engineer at Razorpay, working on large-scale deployment infrastructure and release safety across global regions. He has led Razorpay’s transition from single-region to multi-region deployments, building the foundations for Cell-based architecture and standardized release tooling. When not refactoring pipelines or debugging canary rollouts, he enjoys “vibe-coding” small visual tools to make his life easier - and occasionally, to keep chaos at bay.
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