[BUG] Agents randomly ask permission to runs tool calls

[aaron-lunsford-even]

📋 Prerequisites

• I have searched the existing issues to avoid creating a duplicate
• By submitting this issue, you agree to follow our Code of Conduct
• I am using the latest version of the software
• I have tried to clear cache/cookies or used incognito mode (if ui-related)
• I can consistently reproduce this issue

🎯 Affected Service(s)

UI Service

🚦 Impact/Severity

Minor inconvenience

🐛 Bug Description

When providing prompts to agents that have tools and sub agents attached, the agent, and sometimes the sub agents, will randomly require approval for tool calls, even when requireApproval is not set on any tool on any agent in the system.

🔄 Steps To Reproduce

1. Attach tools and sub agents with tools to an agent
2. Run enough prompts through it

🤔 Expected Behavior

No HITL is required

📱 Actual Behavior

HITL approval is randomly required.

💻 Environment

No response

🔧 CLI Bug Report

No response

🔍 Additional Context

1. Using the latest LiteLLM to proxy requests to AWS Bedrock. Using sonnet-4-6 as the underlying model.
2. All Agents are Python Declarative

📋 Logs

📷 Screenshots

No response

🙋 Are you willing to contribute?

• I am willing to submit a PR to fix this issue