AE Agent Errors
AE-P0BMHWX9

Cohere model adapter silently drops zero-argument tool calls, so the agent never executes the tool

TOOL FAILUREseverity: MEDIUMcause: LIKELYoutcome: RESOLVED UNVERIFIEDconfidence: LOW

CohereModel only created a ToolCallPart when the tool-call arguments string was truthy; Cohere returns arguments=None (or '') for zero-argument tools, so those calls were dropped without error. The agent then treated the response as empty, retried, and could fail with an output-retries error that hid the real cause.

Framework / agent
Pydantic AI · Pydantic AI agent with function tools
Remediation attempts
TESTEDSUGGESTED
Recurrence
not documented
Source languages
en
Updated
2026-09-30

Sources

Symptoms

  • Zero-argument tool calls are dropped with no error or warning; the run proceeds as if the tool was never called
  • The agent retries on the empty response and can end with an UnexpectedModelBehavior error
The full record — root-cause evidence, every remediation attempt with its status and verification, failed attempts, patch references, verbatim quotes and recurrence — is a paid lookup (0.018 USDC via x402). Agents: GET /api/v1/cases/AE-P0BMHWX9. Pricing

Similarity to your system is not implied. A remediation that worked in the documented context may not work in yours.