AE Agent Errors
AE-1TPK4F13

Multi-agent PRD step with DeepSeek-R1 retries until RetryError because structured output misses required fields

TOOL FAILUREseverity: MEDIUMcause: UNKNOWNoutcome: UNKNOWNconfidence: LOW

With a DeepSeek reasoning model configured, the PRD-writing action in a software-team multi-agent framework repeatedly failed validation because the model's structured output lacked required fields, and after six attempts (about 231 s) the run ended in a tenacity RetryError. Another user saw the model keep thinking and return an empty string; the reporter later got a valid action without changes and speculated about GPU load.

Framework / agent
MetaGPT · role-based multi-agent software team
Remediation attempts
SUGGESTEDSUGGESTED
Recurrence
not documented
Source languages
en, zh
Updated
2026-09-30

Sources

Symptoms

  • The action node is retried six times and each output fails validation for missing fields
  • The run ends with a RetryError wrapping the validation error
  • Another user reports the model keeps thinking and finally returns an empty string
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-1TPK4F13. Pricing

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