Kubernetes Clusters Built
to Handle Whatever Comes Next
Kubernetes unlocks real container orchestration — autoscaling, self-healing, zero-downtime deployments, and multi-region workloads. We design, provision, and operate clusters that your team can hand workloads to confidently, without becoming Kubernetes experts first.
Scaling Problems That Kubernetes Solves
The moment you have more than a handful of containers, the limits of manual orchestration become painful and expensive.
Docker Compose Scaling Wall
Running dozens of Docker containers with docker-compose — scaling is manual and fragile. A single server failure takes everything down with no automatic recovery.
No Crash Recovery
A container crash takes down the service — no automatic restart or rescheduling. On-call engineers are alerted for incidents that should self-heal.
Deployment Downtime
Rolling updates require downtime because there's no orchestration layer to manage traffic shifting between old and new versions.
Manual Scaling Decisions
No horizontal autoscaling — either over-provision (expensive) or under-provision (crashes under load). Both options cost money or users.
Unsafe Config & Secrets
Secrets and config hardcoded in container images or passed unsafely through environment variables — no rotation, no audit trail.
Multi-Region Complexity
Multi-region deployments are a manual, error-prone process per environment — no consistent tooling, no unified deployment model.
Production Kubernetes Architecture, Done Right
We design clusters that are appropriately sized for your workloads — not over-engineered, not under-built. Every architectural decision is documented with the reasoning behind it.
What We Build Into Every Cluster
Production Kubernetes is more than running pods — it's autoscaling, observability, security, and GitOps working as a unified system.
Cluster Provisioning
EKS, AKS, GKE, or self-hosted with Kubeadm, K3s, or Talos Linux — configured for high availability from day one.
Workload Management
Deployments, StatefulSets, DaemonSets, Jobs, and CronJobs — each workload type configured with appropriate health probes and resource limits.
Autoscaling
HPA, VPA, KEDA event-driven scaling, and Cluster Autoscaler — pods and nodes scale with demand, not a calendar reminder.
Service Mesh
Istio or Linkerd for mutual TLS between services, distributed tracing, traffic management, and fine-grained observability.
GitOps with ArgoCD
Declarative app definitions, automated sync policies, app-of-apps pattern, and multi-cluster management from a single pane.
Ingress & Networking
NGINX Ingress or Traefik, Gateway API, cert-manager for automatic TLS, and NetworkPolicy for traffic isolation.
Observability Stack
Prometheus metrics, Grafana dashboards per namespace, Loki log aggregation, and kube-state-metrics for cluster-level visibility.
Security Hardening
RBAC least-privilege, NetworkPolicies, OPA Gatekeeper admission control, Pod Security Admission, and image scanning in CI.
Our Kubernetes Deployment Process
We migrate workloads incrementally — your existing services stay online throughout the transition to Kubernetes.
Assessment
Review current deployment architecture, identify Kubernetes readiness per service, and document dependencies and stateful components.
Design
Cluster architecture, node pool strategy, namespace model, RBAC structure, networking approach, and storage class selection.
Provision
Cluster creation, VPC networking, storage classes, base monitoring stack, ingress controller, and cert-manager configuration.
Migrate
Containerise remaining services, write Helm charts for each workload, and migrate services incrementally with parallel running periods.
GitOps Setup
ArgoCD installation and configuration, app-of-apps pattern, environment promotion strategy, and automated sync policies.
Operate
Cluster upgrade management, node pool right-sizing, monthly capacity reviews, runbook documentation, and optional managed operations.
Technology Stack
Proven tools chosen for reliability and your team's ability to operate them long-term.
- EKS (AWS)
- AKS (Azure)
- GKE (Google)
- DigitalOcean Kubernetes
- Kubeadm
- K3s
- Talos Linux
- RKE2
- Helm
- Kustomize
- ArgoCD
- Flux
- Istio
- Linkerd
- Prometheus
- Grafana
- Loki
- Jaeger
- Kiali
- OPA Gatekeeper
- Kyverno
- Falco
- Trivy
- HPA
- VPA
- KEDA
- Cluster Autoscaler
- External Secrets Operator
- HashiCorp Vault
- AWS Secrets Manager
- Azure Key Vault
Industries We Serve
Kubernetes is industry-agnostic — compliance requirements differ, the engineering principles don't.
Why Engineering Teams Choose Softwares Tech
Right-Sized Clusters
We don't over-engineer. A 3-service application doesn't need a multi-cluster federation. We match cluster complexity to actual requirements.
We Train Your Team
Engineers leave every engagement knowing how to debug pod failures, scale deployments, and plan Kubernetes upgrades — not just consume infrastructure.
GitOps-First Operations
Every cluster change is a git commit with a reviewer. No undocumented kubectl applies in production — every state change is auditable.
8+ Years of Production Experience
We've run production Kubernetes clusters across EKS, AKS, GKE, and self-hosted for 8+ years — across cloud providers, industries, and compliance regimes.
Fintech Platform — Significant Infrastructure Cost Reduction on EKS
A payment processing platform was running 140 EC2 instances with static provisioning — over-provisioned by 4x during off-peak hours and under-provisioned during end-of-month batch runs. We migrated them to EKS with Cluster Autoscaler and KEDA-driven scaling on SQS queue depth, collapsing 140 VMs to a cluster of 12–35 nodes depending on real load.
140 static EC2 instances provisioned for peak load, sitting at 12% CPU utilisation at night. Deployments required a manual Ansible runbook and a 20-minute maintenance window.
EKS cluster with Karpenter node autoprovisioning, KEDA scaling on SQS transaction queue depth, and ArgoCD for GitOps deployments. Helm charts for all 22 microservices.
Significant reduction in infrastructure cost through autoscaling vs static provisioning. Deployments changed from manual Ansible runbooks to zero-downtime rolling updates triggered by git push. Scale-out time reduced dramatically during batch peaks.
What Our Clients Say
● Success Stories
Elite Agencies Trust Us.
Verified Client Reviews on Every Engagement
Bhasker Y
E-commerce Founder
"We were losing customers due to poor website performance. Softwares Tech built a conversion-driven system that doubled our inquiries within the first month. Truly results-driven and professional."
Project
Ecommerce Experience Upgrade
Budget
$15k - $30k
Duration
6 Weeks
Yogesh G
Local Business Owner
"Our old website wasn’t generating leads. They delivered a high-performance website in just 5 days that immediately started bringing in consistent leads. Best decision for our business growth."
Project
Website Redesign for Business Growth
Budget
$5k - $15k
Duration
5 Days
Vishaka
Consultant & Coach
"I struggled with low conversions for months. Their custom software and web development approach transformed my website into a lead generation machine. Highly scalable and performance-focused work."
Project
High-Converting Landing Page
Budget
$10k - $20k
Duration
3 Weeks
Bhasker Y
E-commerce Founder
"We were losing customers due to poor website performance. Softwares Tech built a conversion-driven system that doubled our inquiries within the first month. Truly results-driven and professional."
Project
Ecommerce Experience Upgrade
Budget
$15k - $30k
Duration
6 Weeks
Yogesh G
Local Business Owner
"Our old website wasn’t generating leads. They delivered a high-performance website in just 5 days that immediately started bringing in consistent leads. Best decision for our business growth."
Project
Website Redesign for Business Growth
Budget
$5k - $15k
Duration
5 Days
Vishaka
Consultant & Coach
"I struggled with low conversions for months. Their custom software and web development approach transformed my website into a lead generation machine. Highly scalable and performance-focused work."
Project
High-Converting Landing Page
Budget
$10k - $20k
Duration
3 Weeks