Typical stealth achievement, gained for getting through an entire mission without a guard spotting you. When the guards start to see you, the stealth indicator for them will start to turn white, turning red when they've spotted you. As long as it never turns red, you'll get the achievement.
Standard practice is to save often and reload if unsure. Easily obtainable on the very first mission.