Realistic AI engineering scenarios with reference solutions and problem-specific grading rubrics.
Streaming · Context Management · Conversation State · Safety · Cost Control
GPU scheduling · Model registry · LoRA · Eval gating · Multi-tenancy
API Gateway · Rate Limiting · Caching · Observability · Failover
LLM-as-Judge · Eval Design · Regression Testing · Human Labeling · Statistics
Continuous batching · KV cache · GPU autoscaling · Quantization · Latency budgets