Intel Computex亮剑！Crescent Island GPU：480GB不靠HBM

Intel Computex发布Crescent Island数据中心GPU，最高480GB LPDDR5X内存，不依赖HBM。350W风冷，定位Agent推理赛道，2026下半年出样。

💡 你将学到

Intel Computex发布Crescent Island数据中心GPU，最高480GB LPDDR5X内存，不依赖HBM。350W风冷，定位Agent推理赛道，2026下半年出样。

📜 目录

• AI Agent Monitoring Guide
• Key metrics
• Setup with Prometheus
• Alert thresholds
• 相关文章

AI Agent Monitoring Guide

Monitoring AI Agents requires tracking different metrics than traditional applications.

Key metrics

• Token consumption: cost tracking
• Response time: P50/P95/P99
• Error rate: failed calls vs total
• Tool usage: which tools are called
• Quality score: LLM-based evaluation

Setup with Prometheus

from prometheus_client import Counter, Histogram

TOKENS = Counter("llm_tokens_total", "Total tokens used")
LATENCY = Histogram("llm_latency_seconds", "LLM response time")
ERRORS = Counter("llm_errors_total", "LLM call errors")

Alert thresholds

Monitoring lets you catch problems before users notice.

相关文章

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