AI 智能体 agent-observability 更新于 2026-07-21

Agent Observability 工程规则

Agent observability rules: per-step traces and reproducible session replay

✓ 应当这么做

✓ Emit structured logs with correlation ids connecting request, job and outbound call
✓ Use histogram metrics for latency and counters for outcomes
✓ Alert on symptoms (error rate, saturation) rather than causes

42 篇

Vector search rules: chunking strategy, recall evaluation and index rebuild path

Feature store rules: point-in-time correctness and train/serve parity

Skill design rules: narrow triggers, explicit boundaries and verifiable outputs

Tool-call rules: server-side authorisation and deny-by-default allow-lists

Memory rules: scoped retrieval, expiry and user-visible deletion

RAG rules: citation-grade retrieval and evaluated recall before shipping