Resilient Kubernetes Platform
A production-grade Kubernetes platform that standardizes deployments, ensures reliability, and streamlines operations across multiple teams.
- Cut median deployment time from 25 minutes to under 4 minutes across 40 services
- Standardized probes, resource sizing, and rollout policy behind one reusable chart
- Reduced production restart incidents by 62% over two quarters
The platform started as a set of shared Helm charts and grew into an opinionated deployment path with guardrails that teams could adopt incrementally.
Problem
Forty services each carried their own rollout logic, probe configuration, and resource sizing. Failures were rarely novel, but every team learned them independently.
Approach
- One chart with a narrow, documented interface for the 90% case
- Admission policy that rejects known-bad configurations instead of documenting them
- Golden signals wired automatically for every workload at deploy time
- An escape hatch for the 10% of services that genuinely need custom behavior
Result
Reliability work shifted from per-team firefighting to platform-level defaults, and the operational review for a new service went from a week to a single checklist.