~/projects/my-agent
openai_customer_support_agent 070901b0 · 2026-06-06 21:23:44 FAILED
4 spans1 llm2 tool 1 err 182 tok$0.000118
⚠ ROOT CAUSE: tool_selection · FAILED AT: Step 2 (search_web) · CONFIDENCE: 0.90
1●gpt-4.1-mini182t
2▶search_web⚠ ROOT CAUSE
3▶search_web
4✕NetworkError
⚠ ROOT CAUSEtool_selection
FAILED ATStep 2 (search_web)
WHYBoth tools had identical descriptions.
Agent couldn't distinguish them.
FIXRewrite descriptions to be
mutually exclusive.
CONFIDENCE0.90
// try it with your own agent
agentlens.run
$pip install runlens
Free · Local · No account · Offline demo; remote diagnosis is explicit opt-in
github.com/agentlens-hq/agentlens