Технологии: Amazon SageMaker, Autoscaling, Capacity Planning, Cause analysis, Cloud infrastructure, Container Orchestration, Continuous Delivery, CrewAI, Distributed tracing, Drift Detection, Failover, GPU, Hallucination detection, Incident Management, Inference Server, Infrastructure as Code, Instrumentation, KServe, Kubernetes, Langchain, Langgraph, Latency optimization, Load Balancing, Load Testing, Logging, Metrics, Model versioning, NVIDIA Triton, NVIDIA Triton Inference, NVIDIA Triton Inference Server, Observability, Open Telemetry, Parallelism, Prompt and Response Logging, Python, Quantization, Ray Serve, Reliability Engineering, Retrieval-Augmented Generation, Root Cause Analysis, Root cause, Runbooks, Safe Rollouts, Site Reliability, Site Reliability Engineering, Soak Testing, Speculative decoding, System design, Testing, Throughput Optimization, Toxicity Filtering, Triton Inference Server, Vector Search, “as-code”