System Development

Distributed systems, data pipelines, and infrastructure that scale past the demo — monitored and cost-aware.

Open-plan engineering floor with rows of workstations

What this service covers

Most systems don't fail at launch — they fail at 10x. I design services, queues, and data pipelines with headroom: capacity models, graceful degradation, and dashboards that tell you what's wrong before customers do.

From event-driven architectures to warehouse pipelines, every design balances three ledgers: reliability, operability, and cost. You'll know what each nine of uptime is worth before you pay for it.

What's included

  • ✓Architecture design — service boundaries, data flows, and failure modes documented up front.
  • ✓Data pipelines — ingestion, transformation, and warehousing with idempotent, replayable stages.
  • ✓Infrastructure as code — reproducible environments; no snowflake servers, ever.
  • ✓Observability — metrics, logs, and alerts tuned so pages mean action, not noise.
  • ✓Cost review — rightsizing and commitment plans that typically cut bills by a third.

How we work

1. Load & risk modeling

We quantify traffic, growth, and blast radius before choosing a single service.

2. Walking skeleton

A minimal pipeline running in staging early — then hardened stage by stage.

3. Chaos & capacity

Failure injection and load tests prove the design instead of asserting it.

4. Operate together

Joint on-call for the first month, then runbooks and a clean handover.

Outcome

Boring on-call rotations, predictable bills, and a system your team understands end to end. Request a quote with your traffic profile and I'll model the options.

Planning for 10x — or firefighting at 2x?

Send your traffic profile; I'll model the architecture options.

Start Your Project