Service

INFRASTRUCTURE

The foundation that doesn't fail.

The spine under your stack: model routing, eval pipelines, observability, DevOps, QA, and the integration layer. We build the parts everyone eventually needs, before they become the bottleneck.

DevOps & QAEval & ObservabilityIntegration Spine

What you get

Model routing with fallbacks: one provider down is not an outage
Evaluation pipelines: you know when quality drops before customers do
Observability: logs, alerts, and dashboards that mean something
CI/CD and DevOps that deploy safely without ceremony
The integration layer everyone eventually needs, built before it becomes the bottleneck

How it runs

01
Map the stack
What runs where, what breaks when, what nobody monitors.
02
Build the spine
Routing, evals, observability, pipelines. In that order of pain.
03
Monitor and iterate
The spine earns trust in production. We keep tuning it.

Included tools

Infrastructure Health Check

super-tool

Whois + DNS + SSL + ports + reverse-DNS + ipify in one consolidated report. Ship to ops in 60 seconds.

Network Toolkit

super-tool

Subnet calculator, CIDR calculator, what-is-my-IP, and visual IP geo lookup. One tool, four jobs.

Scoped per system, on a call

Usually part of a Custom Build; also available standalone.

Fixed price. You own the code. Care plan cancellable, no lock-in.

FREQUENTLY ASKED

What does the infrastructure service cover?

Model routing with fallbacks, evaluation pipelines, observability, CI/CD and DevOps, and the integration layer, scoped to what your stack actually needs.

How is infrastructure work priced?

Scoped per system, on a free call. It is usually part of a Custom Build, and also available standalone.

Do we need this if we are a small team?

Usually once AI is in production: routing, evals, and monitoring are what keep quality from drifting once real customers depend on the system.

All services

INFRASTRUCTURE

Map the stack

Build the spine

Monitor and iterate

Infrastructure Health Check

Network Toolkit

What does the infrastructure service cover?

How is infrastructure work priced?

Do we need this if we are a small team?

INFRASTRUCTURE

Map the stack

Build the spine

Monitor and iterate

Infrastructure Health Check

Network Toolkit

What does the infrastructure service cover?

How is infrastructure work priced?

Do we need this if we are a small team?