Stress Testing Infrastructure
Load testing tells you how the system performs. Stress testing tells you how the system breaks. Anubiz Engineering builds stress testing infrastructure that pushes your services past their limits — revealing bottlenecks, cascade failures, and recovery behavior before production traffic does it for you.
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Isolated Stress Environment
Stress tests do not run against staging. We provision a dedicated stress testing cluster that mirrors production topology but is isolated from other environments. This cluster can be scaled independently, stressed to failure without impacting real users, and torn down after test runs to minimize cost. Infrastructure-as-code makes it reproducible on demand.
Breaking Point Discovery
We ramp traffic incrementally until each component fails. This reveals the actual bottleneck chain: maybe the API server handles 10k RPS but the database connection pool exhausts at 3k RPS, or the cache layer starts evicting at 8k RPS causing a thundering herd on the database. Knowing where and how your system breaks is essential for capacity planning.
Auto-Scaling Validation
Auto-scaling policies are often configured but rarely tested under real pressure. We validate that HPA scales pods fast enough, that cluster autoscaler provisions nodes before requests start timing out, and that scale-down does not happen prematurely during traffic oscillation. We test scaling speed, correctness, and stability under sustained high load.
Recovery Testing
The most important stress test question: does the system recover after load subsides? We verify that connection pools drain cleanly, that queued requests process without loss, that auto-scaling reduces resources within expected timeframes, and that no persistent state corruption occurs during the overload period. A system that breaks gracefully and recovers quickly is more valuable than one that never breaks.
Why Anubiz Engineering
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Skip the research. Tell us what you need, and we'll scope it, implement it, and hand it back — fully documented and production-ready.