⬡ AgentLens

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Trace Info

Run ID119bf98c-6a19-4d4d-a58a-74eb712a9530
Agentplanner-agent
Versionv2.0
Modelqwen/qwen3.8-27b
Latency1572.27ms
Tokens0 (↑0 ↓0)
Cost$0.00000000
Steps3
Status ✓ SUCCESS
Timestamp2026-08-31T19:32:56.467532

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
0.0
The agent failed to follow the required chain of operations. The task explicitly asked to 'Extract keywords' first, then...
✅ coherence
1.0
The response is concise, grammatically correct, and logically structured. It clearly defines the subject (LLMOps ecosyst...
❌ hallucination
0.0
The output describes the content of a text regarding LLM operations, agent pipelines, and observability. However, the kn...

Final Output

The text outlines key components of an LLM operations (LLMOps) ecosystem, focusing on agent pipelines and observability platforms. These tools utilize execution traces to monitor system performance and enable regression detection, ensuring the reliability and quality of large language model deployments.

Execution Steps (3)

0
llm_call 🔧 planner 730.17ms · 0 tokens
Input
Extract keywords from the text, then summarize those keywords
Output
[{"step": 1, "tool": "extract_keywords", "use_input": "original"}, {"step": 2, "tool": "summarize", "use_input": "previous"}]
1
tool_call 🔧 extract_keywords 416.4ms · 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
LLM agent pipelines, observability platform, execution traces, regression detection, LLM ops
2
tool_call 🔧 summarize 425.49ms · 0 tokens
Input
LLM agent pipelines, observability platform, execution traces, regression detection, LLM ops
Output
The text outlines key components of an LLM operations (LLMOps) ecosystem, focusing on agent pipelines and observability platforms. These tools utilize execution traces to monitor system performance an