Gemma 4 is efficient with thinking tokens, but it will also happily reason for 10+ minutes if you prompt it to do so.

Create an orchestration layer that dynamically adjusts the 'thinking budget' for models like Gemma 4 based on task complexity. This tool would prevent premature reasoning truncation by wrapping the generation loop with a meta-reasoning heuristic.

Suggested repo: ThinkerThrottle

"Force your models to think longer, not harder, for complex reasoning tasks."

Estimated effort: 80h