Crawl and creep. Use walls and things around you and plan every step, no eye can see you in this dangerous areas.
Stealth action game is about being unnoticed all the time. The guards are here and you have to plan every step to move forward. The enemies automatically move but this can be change by knocking on walls and hiding on several places. If you are found you are dead.