API Stress Lab
Load tests that explain the bottleneck
Multi-region load · AI bottleneck analysis
API Stress Lab runs multi-region API load tests and uses AI analysis to turn performance data into clear bottleneck insights.
Product
API Stress Lab
Challenge
Teams can generate load. Interpreting results across regions and knowing what to fix is harder. Charts alone do not replace engineering judgment on bottlenecks and optimisation.
Approach
We combined Kubernetes-based multi-region load generation with an analysis layer that surfaces likely bottlenecks and next steps, in a UI engineers can run as part of normal delivery.
Outcome
Multi-region load · AI bottleneck analysis
A production platform for multi-region API testing with AI-assisted interpretation. Guidance teams can act on, not just charts.
- Kubernetes-based multi-region load generation
- AI analysis layer for bottleneck interpretation
- Engineer-facing results and guidance UI
Delivered
- 01Multi-region load generation
- 02Intelligent performance analysis
- 03Bottleneck identification
- 04Results dashboard
Stack
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