Start here
How OpenTelemetry connects a request across services
See how signals and context fit together.
Read the articleConnect telemetry to an operational question, then follow the evidence through an investigation.
Start here
See how signals and context fit together.
Read the articleChoose the first request path
Scope an initial tracing exercise around a customer-critical path.
Read the guideRead the evidence carefully
Understand what a trace includes and what it cannot establish.
Read the articlePreserve useful events
Choose logs that support investigation rather than simply increasing volume.
Read the articleNews ·
Apigee separates model latency and token use from MCP tool traffic. Tool filters narrow a slow-assistant investigation, while proxy policies determine which charts populate.
News ·
Google API Gateway’s streaming preview delivers response chunks while a model is still generating. Creation-time settings and request deadlines shape the migration.
News ·
Standard maintenance has ended for Google’s legacy agents. Migration to Ops Agent changes some metric fields, including disk labels used by existing queries.
Guide · 6 min read
Run a candidate log classifier beside the current route, preserve complete outcomes, and promote only the slices whose mistakes and review cost are understood.
Guide · 9 min read
A client-side SSE probe separates first answer text from normal completion. Fixed arrivals and outcome counts show whether a serving change delivers more useful answers.
Guide · 6 min read
Follow a slow AI request from Cloudflare to an instrumented origin, configure sampling, and verify that the trace preserves the evidence needed to investigate.
Guide · 9 min read
Build a latency SLI from Prometheus histogram buckets, include failed requests, and compare classic and native queries with a worked search-service example.