Unverified50% confidenceFactExact time
Structured traces are an event stream that records each step of an agent run—inputs, decisions, tool calls, return values, latency, token consumption, and trigger reasons—in a machine-readable schema, can be queried, aggregated, and replayed by programs, and are distinct from ordinary human-readable logs.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedUsage traces are input/output logs, error messages, and execution paths automatically recorded by the system during operation, and are the core feedback source for mainstream LLM optimization frameworks such as DSPy and TextGrad.77% similarUnverifiedTracing is a structured, async-aware logging and tracing framework that supports OpenTelemetry integration and has become the de facto standard for observability in Rust.71% similarUnverifiedMetrics are time-series data that reflect the aggregate state of a system; logs are discrete event records that preserve detailed context of program execution; distributed tracing tracks the complete path of a single request as it flows across services in a distributed system.70% similarUnverifiedEvery gateway log is associated with its corresponding trace, enabling bidirectional linking between logs and traces.69% similarUnverified父子块策略将文档同时索引为大块和小块，检索时用小块精准定位，生成时返回大块提供完整上下文68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1015499API
curl https://kongchang.com/api/v1/knowledge/claims/1015499MCP
get_claim(id=1015499)