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Building for the Edge

Edge computing is not just about speed. It is about rethinking where computation belongs in a distributed world.

T

Theo Nakamura

Software Engineer

May 12, 20266 min read

The CDN was a workaround. You had servers in one place, users everywhere, and latency was the tax. Edge computing is a different idea — running actual code in data centers distributed globally, close to users.

This sounds like a performance optimization. It is also an architectural shift.

What Running Code at the Edge Actually Means

Edge functions run in a lightweight runtime — typically V8 isolates rather than full Node.js. You do not get the full Node.js API surface. No filesystem access, limited crypto, no native modules.

What you do get: fast startup, global distribution, and the ability to run logic before you decide where to send the request.

The Database Problem

The thing that limits edge architectures most is data. If your edge function needs to query a database, you are back to the latency problem.

The solutions emerging are interesting: edge-compatible databases that replicate globally, read replicas near edge nodes, caching layers that can be invalidated from the origin.

When the Tradeoffs Make Sense

Edge is not the answer for every application. Edge shines where the work at the edge is lightweight and the win from global distribution is real. API gateways, middleware logic, request routing — these are native edge workloads.

The Broader Shift

What I find most interesting about edge computing is not the performance story. It is the implication that the internet's architecture is still being negotiated. We are building infrastructure as if the network is a constraint to route around. Edge computing is one answer to that constraint. It will not be the last.