SYS// BRSTD-2026
UPLINK // AUTH_OK
LAT 24.86°N
LNG 67.00°E
ATELIER // v3.04
SIG ▮▮▮▮▮
PWR 98.4%
TEMP 36.6°C
FREQ 2400.0 MHz
PING 012 ms
PKTS 000000
RNG 000.0m
VEC 0.000,0.000
ID 0x000000
brainiac/studio

Digital Studio

brainiac/studiobrainiac/studio
Infrastructure & DevOps
06 · infrastructure / kubernetes

Only if you actually need it.

Kubernetes solves real problems at a certain scale and creates real overhead below it. Most teams asking for it would be better served by something simpler — and we will tell you if that is you.

scroll
In short

We design, migrate to and operate Kubernetes clusters for teams that genuinely need them. We also tell teams that do not, which is more often. Typical migration: four to ten weeks depending on how many services you run.

Updated August 2026

Most teams asking for it should not.

It solves real problems at a certain scale and adds real overhead below it.

DO YOU NEED ITBetter served elsewhereTwo or three services.One monolith.Steady, predictable traffic.Complexity you carry every week.It earns its placeMany services, several teams.Independent deploys matter.Load varies enormously.Then the overhead pays back.
what this actually means

The question is not whether Kubernetes is good. It is whether your problems are the ones it solves.

It is excellent at running many services with varying load, giving teams independent deployment, and recovering automatically when something dies. If that describes you, it is worth the complexity.

If you run two or three services with steady traffic, it adds an operational burden without a matching benefit — and somebody has to carry that burden every week.

So the first conversation is about whether to do this at all. We would rather lose the project than migrate you onto something that makes your life harder.

Step 01Whether you need it at all
4–10 wksTypical migration
TrainedYour team, before we leave
what we build

What we do.

01

Tell you if you should not

The first thing, and the most valuable. Complexity you do not need is a permanent cost.

02

Cluster design

Managed control plane, sensible node groups, and autoscaling that responds to real load.

03

Migration in stages

One service at a time, with traffic moving gradually and a way back at each step.

04

Deployment pipelines

So shipping to Kubernetes is not harder than what you had before.

05

Resource limits set properly

The most common cause of mysterious instability, and of surprising bills.

06

Monitoring built for it

Pods restarting quietly is normal until it is not. You need to see the difference.

07

Secrets and access control

Done properly rather than as environment variables everyone can read.

08

Training your team

A cluster nobody on your side understands is a liability, however well built.

Do you actually need it?

Honest thresholds. Most teams we speak to sit in the first two rows.

Your situationKubernetes?Better answer
2–3 services, steady trafficNoManaged platform or plain servers
One monolithNoManaged hosting — this is fine
Many services, several teamsYesIndependent deploys are the win
Load varies wildlyYesAutoscaling genuinely pays back
Compliance needs full controlOftenSelf-hosted gives you the control
Because it is on the CVNoWe will say so plainly

How we approach it.

Often

Most teams asking for Kubernetes are better served by something simpler. We say so.

Honest no
Always

Least critical service first, traffic moved gradually, a way back at each step.

Staged
Trained

A cluster only the agency understands is a liability, not an asset.

Your team
use cases

When it earns its place.

01

Many services, several teams

Independent deployment without coordination is the strongest argument for it.

02

Load varies enormously

Autoscaling genuinely pays back when peaks are many times the baseline.

03

You are already on it and struggling

Common. Often fixable with resource limits and better monitoring rather than moving off.

04

Not for two services and steady traffic

We will recommend something simpler and explain why. That answer is free.

approach

How we work.

01

We check you need it

Number of services, traffic pattern, team structure. Often the answer is no.

02

We size honestly

Over-provisioning is the usual reason Kubernetes bills shock people.

03

We migrate one service

The least critical one first, to prove the pipeline before anything important moves.

04

We set resource limits

Properly. Most mysterious instability traces back to this.

05

We move the rest gradually

Traffic shifting, with a way back at every stage.

06

We train your team

So they can operate it. A cluster only we understand is not an improvement.

faq

Frequently asked.

5 questions answered. Still have one? Reach out.

Probably not, and that is the honest answer for most teams who ask. It earns its complexity when you run many services across several teams, or when load varies enormously enough that autoscaling pays back. With two or three services and steady traffic, a managed platform will serve you better and someone will not have to carry the operational burden every week.

5 questions
Ask another →