Gemini AI Studio may be wasting tool calls on empty functions
Gemini 3.1 Pro in AI Studio can start running empty functions during its reasoning process instead of producing useful code. Those repeated empty executions quickly use up the available tool calls.
The task is then often stopped because the tool usage limit is exceeded. This matters for anyone using AI Studio for coding work because the session can fail before useful output is produced.
Key points
- Gemini 3.1 Pro in AI Studio was seen repeatedly running empty functions.
- The empty executions can consume the tool usage limit.
- The session may be terminated before meaningful code is generated.
- AI Studio coding workflows should be checked for unusual tool call usage.
Quick term guide
- Gemini 3.1 Pro
- An AI model name mentioned in the post title.
- reasoning process
- The steps an AI appears to use while working toward an answer.
- tool calls
- Times when an AI system uses another function, such as search or file access.
- tool usage limit
- A cap on how many times the AI can use tools like code execution.
- usage limit
- A usage limit is a cap on how much you can use a service in a set time.
- Solo developer
- An individual who handles all parts of creating a project or product alone.
- developers
- Developers are people who build software, apps, or websites.
- reliability
- How consistently a tool works without failing or behaving unexpectedly.