Primeline

Solution

Scale your backend without rewrites or runaway cost

We profile, redesign, and re-architect the parts that hurt — caching, queues, sharding, edge — measured against your real workload.

The problem

You hit the wall — latency, cost, or reliability is breaking under load.

The outcome

A backend that handles 10x without 10x cost or 10x pain.

Start this engagementTimeline · 6–14 weeks

Fit

Who this is for

  • Series A+ companies seeing growth pains
  • Platforms under sudden load
  • Teams whose AWS bill keeps doubling

What you get

  • Load profile + bottleneck report
  • Targeted re-architecture (caching, queues, sharding, edge)
  • Observability for what matters
  • Cost-tuned infrastructure

Deliverables

  • Workload profile + ranked bottleneck report
  • Targeted re-architecture with rollback plan
  • Caching layer, queue topology, or shard plan as needed
  • SLOs, dashboards, and alerts wired to the right pager
  • Cost model showing the savings from the change

How it runs

A clear path from where you are to where you want to be.

01

Profile

Real workload, not synthetic — where is time and money going?

02

Diagnose

Root-cause the top 3 bottlenecks with data your team can defend.

03

Re-architect

Caching, queues, sharding, or edge — the smallest fix that buys 18 months.

04

Operate

SLOs, alerts, and runbooks so the team owns the new shape.

FAQ

Scale your backend — common questions

  • Almost never. Most backend scaling problems are caching problems, query problems, or fan-out problems — not language problems. We measure first, then change the smallest thing that fixes the top bottleneck. Rewrites are a last resort, not a first move.

Let's get to "a backend that handles 10x without 10x cost or 10x pain".

Tell us where you are today. We'll write back with the smallest engagement that gets you there.