Jenkins is generally stable but can experience problematic deadlocks that lead to severe delays and erratic behavior. Deadlocks occur from resource contention, particularly with plugins. Diagnosing involves thread dumps, while solutions encompass administrative actions and plugin development best practices. Regular monitoring can help predict and mitigate deadlock risks.