Having your tests depend on a certain order of records will probably not work.
Tests depending on external web services will likely fail at some point – when that service blocks repeated access or becomes unavailable; use VCR to record responses once and play them back every next time
Avoid mixing mocks with real records.
Check if your tests are relying on specific domain configuration in /etc/hosts. We can add special configuration for you but in general your tests shouldn’t rely on such deep system configuration changes.
Make sure that your code is not prone to race conditions.
If using Timecop, remember to reset any changes to time.
Change the database_cleaner strategy to truncation for specs with :js => true.
With Rails, the Date and Time objects will ignore the configured Rails timezone in methods like Date.today and Time.now and actually return the system time. You should use methods like Date.current and Time.current instead.
Increasing Capybara timeout value sometimes helps.