Automation in CI/CD Without Tears
Pre-warm Android Virtual Devices and iOS simulators, cache system images, and enable hardware acceleration where possible. Keep emulator configurations deterministic across runners. Set generous first-run timeouts, then tighten. Do you have a reliable headless recipe? Share the steps that made it finally dependable.
Automation in CI/CD Without Tears
Shard by historical duration or file count, then rebalance dynamically. Tag slow flows to run nightly, smoke tests per PR. Rerun suspected flakes once, not forever. What parallelism level minimized wall-clock time without starving resources on your busiest, crunch-time pipeline days?