Dynamic, isolated preview environments for every pull request.
Automated ephemeral preview environment provisioning on Kubernetes, reducing manual environment setup from over two hours to ~3 minutes as a repeatable part of developer CI/CD workflows.
PLATFORM ENGINEER / QUANTIPHI
>2h → ~3m
Preview provisioning time
KUBERNETESTERRAFORMGITHUB ACTIONSHELMGCP
01 / PROBLEM & CONTEXT
Environment bottlenecks in release validation.
Developers previously spent over two hours manually configuring cloud infrastructure and dependencies to test pull requests, leading to QA bottlenecks and frequent resource collision.
02 / MY ROLE & OWNERSHIP
CI/CD & Kubernetes Automation Lead
Architected dynamic namespace isolation and automated lifecycle cleanup for pull request preview environments.
Constructed dynamic Kubernetes namespaces and routing for every feature branch pull request
Integrated automated Terraform modules for on-demand cloud infrastructure provisioning
Implemented automated lifecycle cleanup triggers preventing idle resource cost sprawl
Accelerated engineering feedback loop and pre-release QA validation cycles
06 / RESULT
>2h → ~3m
Preview provisioning reduction
Faster feedback loops, zero orphaned environments.
Automated the entire preview lifecycle from pull request creation to automatic TTL cleanup upon merge.
>2h → ~3m preview provisioning
Isolated pull request environments
Automatic TTL cleanup triggers
More systems. Same intent.