Observability Instrumentation
中级ops最低上下文：32K
Adds production-grade observability to a codebase by instrumenting it with structured logs, metrics, and distributed traces. Recommends span boundaries, cardinality-safe labels, and OpenTelemetry conventions, then generates the wiring code and dashboards needed to make a service debuggable in production.
使用场景
- Adding OpenTelemetry tracing to an existing service
- Defining metrics and SLIs for a new API
- Reducing metric cardinality that is blowing up costs
- Standardizing structured logging across microservices
示例提示词
Instrument this Express.js service with OpenTelemetry. Add distributed tracing around the route handlers and database calls, emit request-rate/error-rate/latency metrics, and switch console logs to structured JSON logs with a trace_id field. Explain span boundaries and any cardinality risks in the labels you choose. ``` [paste service code here] ```
推荐模型
兼容工具
claude-codecursorkiroany
模态
输入: code, text
→输出: code, text
相关 Skills
作者
OpenModels Community