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Harden and advise · engagement

The reliability engineering your fast-built MVP needs.

Before real users and real load find the cracks, applied by a practice that spent 18+ years shipping systems that could not go down.

The problem you have

You shipped a working MVP quickly, with AI-assisted or low-code tooling. Now real users are arriving, and you can feel the parts that will break under load.

What we deliver

  • ›Modular decomposition of the fragile parts, without throwing away your momentum.
  • ›Deterministic state machines in place of implicit logic buried in code.
  • ›Performance and reliability budgets set to the system, and a production-readiness plan.
  • ›Contract-tested module boundaries so regressions do not ship quietly.

How we work

We lead with reliability engineering, treat the AI-assisted build as the starting point, and leave you with a plan and a system your team can run.

Proof

The heritage behind this is deep: 18+ years hardening mission-critical systems, a 30% defect reduction in the highest-incident component through modular redesign, and two HPE MVPs that progressed to productization.

What you get

An MVP that survives real users, with the reliability habits built in rather than bolted on later.