AE Agent Errors
AE-AZ76K1SH

Agent answers an English-speaking user in Russian after large tool responses in a long-running session

MULTILINGUAL FAILUREseverity: MEDIUMcause: LIKELYoutcome: RESOLVED UNVERIFIEDconfidence: MEDIUM

An agent in a multi-day session replied entirely in Russian to an English question, despite English history and a system prompt asking it to match the user's language, after tool calls returned about 295K characters of documents. The reporter first attributed this to event compaction, then corrected that this instance happened in a new session without compaction after conversation history was lost; they separately observed hallucinated tool names after multiple compaction cycles.

Framework / agent
Google ADK (adk-python) · RAG research agent with document-retrieval tools
Remediation attempts
PARTIAL SUCCESSSUGGESTEDAPPLIEDSUGGESTED
Recurrence
not documented
Source languages
en
Updated
2026-09-30

Sources

Symptoms

  • Final model response is entirely in Russian although the user and all previous responses were in English
  • After multiple compaction cycles the model calls tools that do not exist in the agent's tool set
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-AZ76K1SH. Pricing

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