Kubernetes can be the right answer. So can one well-chosen server.
Voyantt designs the delivery and operating layer around the workload—not around a preferred cloud diagram. We help product teams release safely, see failures early, recover deliberately, and understand what the platform costs to run.
How We Decide
Infrastructure choices become clearer when the conversation starts with real constraints:
We use those answers to decide where managed cloud services earn their cost, where simpler infrastructure is safer, and where automation removes a real source of delivery risk.
Our work includes AWS ECS and EKS, Lambda, RDS, S3, CloudFront, WAF, Redis, Vercel, Cloudflare Workers, DigitalOcean, and Hetzner dedicated infrastructure.
For the 330M-profile ATS search system, a memory-heavy dedicated Hetzner node was a better fit than a distributed managed cluster. S3 remains the durable source of truth; Qdrant can be restored from snapshots; and the service returns results in 50–200ms at roughly $215 per month.
The lesson is not “always use Hetzner.” It is that workload economics belong in the architecture review.
Read: ATS search case study →A good pipeline makes the routine release path boring. Linting, tests, builds, dependency checks, staging deployment, health checks, and controlled production promotion should happen consistently rather than depend on the person releasing that day.
For multi-tenant products, we go further: tenant-isolation tests, permission checks, and negative cases belong in CI because a cross-tenant mistake is too serious to leave to a final manual review.
Collecting logs is not the outcome. Operators need to know what failed, which customers or jobs were affected, whether retry is safe, and what to do next.
We build error tracking, metrics, health checks, alerting, queue visibility, sync status, and runbooks around those decisions. Backups and snapshots matter only when the restore procedure has been understood and tested.
Under The Hood
Our security work includes:
Security claims should be tied to a specific system and control. We do not present tool usage as a certification.
Bring us in when releases are manual, alerts are noisy, cloud spend is rising without a clear reason, recovery depends on one person, or a product is approaching a security or compliance review with unresolved architecture questions.
We can audit the current environment, stabilise a specific risk, or own the infrastructure and delivery work alongside product engineering.
Start a conversation
No pitch deck. We will ask about the users, the current system, the constraints, and what cannot go wrong. If there is a fit, the next step is a written proposal covering the approach, scope, risk, timeline, and cost.