review-test-speed

To optimize AutoHotkey test suite speed, you must identify performance bottlenecks across test phases and apply parallelism, process reuse, and sleep-to-polling conversions to improve execution time without compromising reliability.

Finding bottlenecks in AHK unit and GUI tests requires analyzing phase-level execution delays, identifying store and process reuse opportunities, and detecting fixed sleeps that can be converted to adaptive polling for faster feedback loops.

Parallelism improves AutoHotkey test performance by distributing test file execution across multiple concurrent processes, maximizing efficient resource utilization and significantly reducing the total runtime of unit, GUI, live, and lifecycle test suites.

Yes, you can convert fixed sleeps to adaptive polling in AHK lifecycle tests by replacing static delay timers with dynamic polling loops that check for state completion, which minimates wasted idle time and accelerates test execution.

Automated AHK test optimization does not require user interaction during execution, as it adheres to strict constraints for automated agentic execution by utilizing proper testing utilities to resolve speed bottlenecks independently.

You should replace fixed sleeps with polling in AutoHotkey tests when waiting for asynchronous operations or UI state changes, eliminating arbitrary static delays that unnecessarily inflate test suite execution time and reduce reliability.