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Sai Koushik Gandikota
Sai Koushik Gandikota

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Platform Engineering Isn't About Kubernetes — It's About Removing Friction

Most teams don't need a "DevOps transformation." They need three things:

  1. A working CI/CD pipeline they didn't have to build from scratch
  2. An environment they can spin up without filing a ticket
  3. Documentation that's actually current

The Real Problem

Over the past few years, I've helped onboard 90+ engineering teams onto a shared platform. The biggest win wasn't the technology — Kubernetes, Terraform, or Backstage. It was removing the 2-week wait for infrastructure.

Before the platform, a new team joining the organisation had to:

  • File an infrastructure request
  • Wait for approvals across 2-3 teams
  • Get network configs, namespaces, and CI/CD set up manually
  • Debug why their deployment wasn't working in the new environment

After? They use a scaffolding template. Pick their stack → auto-provisioned infra → deployed in hours. Same security. Same compliance. Zero waiting.

What Platform Engineering Actually Is

It's not about running Kubernetes clusters. It's about making the right thing the easy thing.

  • Golden paths over gatekeeping — give teams a paved road, not a gate to pass through
  • Self-service over ticket queues — infrastructure should be a product, not a request
  • Secure by default over security reviews — bake compliance into the template, not the approval process

The Mindset Shift

The hardest part isn't technical. It's convincing an organisation to treat infrastructure as a product rather than a cost centre. When you start thinking "who are my users and what's their experience?", everything changes.

Platform engineering isn't about Kubernetes. It's about removing friction.


What's the biggest bottleneck your engineering teams face today? I'd love to hear your experience — connect with me on LinkedIn.

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