龙明
龙明

Agent可观测追踪与调试32篇

2026-08-31 03:16:31

Observability, tracing & debugging资源。整理自 https://github.com/ai-boost/awesome-harness-engineering(Awesome Harness Engineering),由 zdoc.app 中文镜像页面拆分收录。
traceloop/openllmetry
traceloop/openllmetry
agent可观测调试
Arize-ai/phoenix
Arize-ai/phoenix
agent可观测调试
comet-ml/opik
comet-ml/opik
agent可观测调试
langfuse/langfuse
langfuse/langfuse
agent可观测调试
wandb/weave
wandb/weave
agent可观测调试
OTel GenAI Semantic Convention
OTel GenAI Semantic Convention
agent可观测调试
pydantic/logfire
pydantic/logfire
agent可观测调试
Helicone/helicone
Helicone/helicone
agent可观测调试
OpenObserve: Unified Observabi
image
agent可观测调试
Braintrust
Braintrust
agent可观测调试
Building Observable AI Agents
Building Observable AI Agents
agent可观测调试
Introducing BigQuery Agent Ana
Introducing BigQuery Agent Ana
agent可观测调试
Distributed Tracing for Agenti
Distributed Tracing for Agenti
agent可观测调试
Red-Teaming Anthropic's Intern
Red-Teaming Anthropic's Intern
agent可观测调试
future-agi/future-agi
future-agi/future-agi
agent可观测调试
mikehasa/agentacct
mikehasa/agentacct
agent可观测调试
AgentOps-AI/agentops
AgentOps-AI/agentops
agent可观测调试
matt1398/claude-devtools
matt1398/claude-devtools
agent可观测调试
kerlenton/mcpsnoop
kerlenton/mcpsnoop
agent可观测调试
Claude Code `/doctor`
Claude Code `/doctor`
agent可观测调试
Syncause/debug-skill
Syncause/debug-skill
agent可观测调试
AgentTrace: Causal Graph Traci
AgentTrace: Causal Graph Traci
agent可观测调试
TraceCoder: A Trace-Driven Mul
TraceCoder: A Trace-Driven Mul
agent可观测调试
AgentRx: Systematic Debugging
AgentRx: Systematic Debugging
agent可观测调试
Debugging Deep Agents with Lan
Debugging Deep Agents with Lan
agent可观测调试
Where LLM Agents Fail and How
Where LLM Agents Fail and How
agent可观测调试
evilmartians/agent-prism
evilmartians/agent-prism
agent可观测调试
Characterizing Faults in Agent
Characterizing Faults in Agent
agent可观测调试
More Visibility into Copilot C
More Visibility into Copilot C
agent可观测调试
AgentStepper: Interactive Debu
AgentStepper: Interactive Debu
agent可观测调试
cosmtrek/mindwalk
image
agent可观测调试
QoderAI/better-harness
QoderAI/better-harness
agent可观测调试

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