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Quality Engineering

Quality Engineering · Sub-service

Performance & Reliability

Load, soak, and resilience testing for APIs, apps, and AI inference paths.

Summary

Load, soak, and resilience testing for APIs, apps, and AI inference paths.

Problem

What teams are stuck with

Latency spikes appear only under real traffic.

AI endpoints have unpredictable tail latency and cost.

Offerings

What we deliver

  • 01

    Load and soak tests

  • 02

    SLO design

  • 03

    Chaos and failover drills

  • 04

    AI latency/cost profiling

  • 05

    Capacity plans

Approach

How we work it

Define SLOs for product and AI paths separately.

Load test critical journeys; chaos-test failure modes.

Budget tokens and concurrency for inference.

Outcomes

What good looks like

  • Known limits before launch
  • Fewer surprise outages
  • Predictable AI spend under load

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