My take
Why I use Kubernetes
Kubernetes is overkill for most apps and exactly right for the others. When I have a real microservice fleet, multi-region needs, or a heterogeneous workload mix, K8s is the most predictable home.
Want the broader stack philosophy? Read about how Sri picks tools or browse engineering insights.
Honest assessment
Strengths & tradeoffs
No tool is perfect. Here's what shines and what to watch for.
Strengths
- Declarative model with strong reconciliation
- Massive ecosystem (Helm, ArgoCD, Istio, Prometheus)
- Portable across clouds
- Excellent autoscaling primitives
- Industry-standard skill set
Tradeoffs (honestly)
- Steep operational learning curve
- Easy to over-engineer simple systems
- Costly idle capacity if mis-sized
- Upgrades and CRD management require diligence
Fit assessment
When to reach for Kubernetes
Pick the right tool for the job.
Best fits
Multi-service production platforms
Multi-region or hybrid cloud deployments
Workloads needing fine-grained autoscaling
Platforms hosting many internal services
Not ideal for
Simple monoliths better served by Cloud Run or Vercel
Teams without a platform engineering function
Cost-sensitive small workloads
Common use cases
Resources
Learn more
Curated official docs, tutorials, and writing on Kubernetes.
Services
Where I apply Kubernetes
Engagements where this technology shows up regularly.
Cloud Infrastructure
Modern cloud infrastructure designed for reliability, cost-efficiency, and developer velocity. From Kubernetes deployments to serverless architectures, I build platforms that teams love to ship on.
DevOps & Automation
Developer experience that compounds. I build the automation, tooling, and practices that let your team ship multiple times a day without fear.
Case Studies
Kubernetes in production
Real engagements where this technology shaped the outcome.
Zero-Downtime Cloud Migration
A complex cloud migration for an enterprise SaaS company, moving from on-premise data centers to AWS while maintaining 100% availability.
Fintech Platform Modernization
Architectural transformation of a payment processing platform from a struggling monolith to a scalable, compliant services architecture.
Browse the full case study archive.
Applications
Solutions using Kubernetes
See how this technology is applied in real-world solutions.
Platform Modernization
Incremental modernization that delivers value along the way. I help teams migrate from legacy systems to modern architectures while maintaining business continuity and team velocity.
Scale Architecture
Prepare your architecture for 10x and 100x growth. I help teams identify scaling bottlenecks and implement architectures that handle growth without heroics.
Cloud Migration
Strategic cloud migration that minimizes risk and maximizes value. I help teams plan and execute migrations that improve both operations and economics.
Stack
Pairs well with Kubernetes
Tools and platforms I commonly combine with this one.
Infrastructure
More in this category
Tools that define how systems run in production.
Need help with Kubernetes?
Whether you're starting fresh or optimizing an existing implementation, I can help you get the most out of this technology. Read more in insights or get in touch.