Found Description
Design and execute high-concurrency load tests using JMeter to simulate thousands of simultaneous users interacting with web apps and AI endpoints.
AI Agent Performance: Benchmark the end-to-end latency of agentic workflows (LangGraph/AutoGen). Measure how tool-calling and multi-step reasoning impact the total response time.
RAG Pipeline Optimization: Conduct performance testing on the retrieval layer. Analyze how vector database latency and document chunking strategies affect the overall user experience.
Stress & Endurance Testing: Push the system to its breaking point to identify fail-soft mechanisms. Ensure the system handles LLM rate limits (TPM/RPM) gracefully without crashing the application layer.
Bottleneck Analysis: Analyze performance logs across the stack (Azure, Databases, LLM Gateways) to identify high-latency nodes and suggest architectural improvements.
Monitoring & Reporting: Build real-time performance dashboards in Grafana or Azure Monito...
AI Agent Performance: Benchmark the end-to-end latency of agentic workflows (LangGraph/AutoGen). Measure how tool-calling and multi-step reasoning impact the total response time.
RAG Pipeline Optimization: Conduct performance testing on the retrieval layer. Analyze how vector database latency and document chunking strategies affect the overall user experience.
Stress & Endurance Testing: Push the system to its breaking point to identify fail-soft mechanisms. Ensure the system handles LLM rate limits (TPM/RPM) gracefully without crashing the application layer.
Bottleneck Analysis: Analyze performance logs across the stack (Azure, Databases, LLM Gateways) to identify high-latency nodes and suggest architectural improvements.
Monitoring & Reporting: Build real-time performance dashboards in Grafana or Azure Monito...
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