Key features include: * Zero-overhead profiling: Attach to any running Python process without affecting its performance * No code modification required: Profi

Key features include: * Zero-overhead profiling: Attach to any running Python process without affecting its performance * No code modification required: Profile existing applications without restart * Real-time statistics: Monitor sampling quality during data collection * Multiple output formats: Generate both detailed statistics and flamegraph data * Thread-aware profiling: Option to profile all threads or just the main thread