Index / Research

Research

Practical research through real systems.

Vainamo's research is primarily practical. We learn by building, operating, measuring, testing, and documenting.

Research may begin with a technical question, a new technology, an infrastructure problem, or an idea for a potential business. Some projects remain experiments. Others may develop into products, services, or independent ventures.

Below are our current areas of investigation. We document findings as our systems run, and working notes will be published here as they are completed.

Index

Current areas of investigation

InfrastructureVGN

What we learned deploying our first network location

Notes from bringing the Vantaa site online: racking, addressing, connectivity, and the parts that took longer than expected.

Status / Active

2026
NetworkingVGN

Why geographic diversity matters in distributed infrastructure

How distance, routing, and independent failure domains change the behaviour of a small distributed network.

Status / Active

2026
NetworkingSystems

Building our own DNS infrastructure

Running authoritative and resolving DNS ourselves, and what that reveals about caching, delegation, and operational risk.

Status / In progress

2026
ReliabilityVGN

Designing infrastructure for failure

Planning for component, provider, and location failure before it happens, and testing whether the plan holds.

Status / Planned

2026
InfrastructureResearch

What running a small network teaches you about large infrastructure

Operating at our own scale gives a practical perspective on problems that large infrastructure providers describe abstractly.

Status / Planned

2026
SystemsAutomation

Automating infrastructure deployment

Making deployment reproducible so a location can be rebuilt from configuration rather than memory.

Status / In progress

2026

Philosophy

Research by building

We believe some questions are best answered by building the system ourselves.

Instead of trying to predict every outcome in advance, we create practical experiments, operate them, collect experience, and use those findings to decide what to explore next.