⬡ AgentLens

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Trace Info

Run ID0443ebac-e0a3-4c53-a48e-5d244a982bfe
Agentplanner-agent
Versionv2.0
Modelqwen/qwen3.8-27b
Latency2001.77ms
Tokens0 (↑0 ↓0)
Cost$0.00000000
Steps3
Status ✓ SUCCESS
Timestamp2026-08-31T19:32:46.317201

Evaluation Results

✓ PASSED 0.750 overall score
Rule-based
✅ no_error
1.0
✅ output_not_empty
1.0
✅ latency_sla
1.0
✅ output_length
1.0
✅ no_refusal
1.0
LLM Judge
❌ task_success
0.2
The agent failed to produce a meaningful summary of the text. It only provided a list of keywords (LLM observability, ag...
❌ coherence
0.0
The output is a list of keywords or tags rather than a coherent, well-structured response. It lacks grammatical structur...
✅ hallucination
0.8
The output mentions 'LLM observability', 'execution traces', and 'regression detection', which align directly with the k...

Final Output

LLM observability, agent pipelines, execution traces, regression detection, FastAPI

Execution Steps (3)

0
llm_call 🔧 planner 709.31ms · 0 tokens
Input
Summarize the text, then extract keywords from the summary
Output
[{"step": 1, "tool": "summarize", "use_input": "original"}, {"step": 2, "tool": "extract_keywords", "use_input": "previous"}]
1
tool_call 🔧 summarize 858.22ms · 0 tokens
Input
AgentLens is a production-grade observability platform designed for LLM agent pipelines. It automatically instruments any agent, captures detailed execution traces, and runs both rule-based and LLM-j
Output
AgentLens is a production-grade observability platform that automatically instruments LLM agent pipelines to capture execution traces and perform both rule-based and LLM-judge evaluations. By detectin
2
tool_call 🔧 extract_keywords 434.03ms · 0 tokens
Input
AgentLens is a production-grade observability platform that automatically instruments LLM agent pipelines to capture execution traces and perform both rule-based and LLM-judge evaluations. By detectin
Output
LLM observability, agent pipelines, execution traces, regression detection, FastAPI