AE Agent Errors
AE-H96FWV84

Browser agent stores its past tool calls as plain JSON text in history, so local models imitate that format and emit malformed tool calls

TOOL FAILUREseverity: HIGHcause: LIKELYoutcome: RESOLVED UNVERIFIEDconfidence: MEDIUM

browser-use's message manager added previous agent outputs to history as ordinary AI messages containing a JSON dump instead of structured tool calls. With Ollama models such as qwen2.5, the model copied that format rather than the required tool-call format, so its tool calls could not be parsed and the parsed output was None.

Framework / agent
browser-use · browser automation agent
Remediation attempts
APPLIEDSUGGESTED
Recurrence
not documented
Source languages
en
Updated
2026-09-30

Sources

Symptoms

  • The model mimics the JSON-in-text history format instead of producing proper tool calls
  • Structured output parsing returns None while the raw output contains a <tool_call> block
  • After the first action the model forgets the output structure
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-H96FWV84. Pricing

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